{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "45a70da5-45d1-4623-a7d7-f47690e6529d",
   "metadata": {
    "tags": []
   },
   "source": [
    "# 生成一下正态分布的曲线：\n",
    "期望值是 360，std=100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "91d3a6ae-8c34-4fbf-8014-80b6128ea994",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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+//57du/ezcGDB3X97A8fPszJUzVI2ofOxcUlyzoDBgxgwYIFXLlyhd69e+Pg4ECjRo0IDg7O8XkMvTrGyckp07LExMQM48ryUtrfObN4XVxcSE1N5c6dO3rl9vb2evtpXcDZ/b1SU1Np164dq1atYtSoUWzbto1//vlHN8Yhs8c+6zxp7+Gn62X2WmbH1dWVwYMHM3/+fM6fP8/y5ct59OgRn3zyyTMfa+h7+OlY055X+nq3bt3K8v2QXm5e06f/zml//6ePndnrmhM2NjaMHz+ezZs365K0zM5nyPstq89Sbr93QJsszJo1i3fffZe///6bf/75h4MHD1K2bNl8+d4B7Xslu+8dW1tbQkJCqFu3LmPHjqVmzZq4uLjw+eefGzRm1JDvHkdHxwxlae+Fp38D8tqtW7eyfB9kdv7cfO+8aDJGqojRaDQEBgbStm1b5s2bl+F+e3t7kpOTuXnzpl4ypSgKUVFRNGjQIMPx8tqaNWuIj49n1apVuv9FAxw9ejTPz5Vm3bp1AM+cN+qtt97irbfeIj4+nl27dvH555/TpUsXzp07pxdrVgx9vaKiojItMzMzo2TJkgBYWFhkOg9WblrM0qR9OUVGRma47/r16xgZGWFnZ5fr46c5efIkx44dY+HChQwcOFBXfuHChVwfM+09fOvWLb0v2cxeS0P06dOHqVOncvLkyWfWzY/3sL29fZbvh/Ry85o+/b5Me92ioqL0WnfSXtfcGDx4MN9//z2jR49m8ODBmZ7PkPdbXn/3xMbGsmHDBj7//HM+/fRTXXlCQkK+Td/wzz//EBUVxTvvvJNtvVq1arFs2TIUReH48eMsXLiQyZMnY2lpqRdrdgx5vW7cuJGhLO19lva3Smspf/q753m+d9KOn9X7AMjzcWovgrRIFUFt2rShbdu2TJ48OUOrRuvWrQH4/fff9cpXrlxJfHy87v78lPaBTz+oXVEUfv7553w5X3BwML/88guNGzfOMKA1KyVKlKBjx46MGzeOxMRETp06pRdzXv1vaNWqVXr/Y7537x7r16+nadOmuuZsNzc3oqOj9b78EhMT+fvvvzMc7+lWjqxUq1aNcuXKsWTJEr2uh/j4eFauXKm7sup5Zfa3Bvjpp59yfcyWLVsCZJifZ8mSJTl6fGZf4qDt9rl69ape60FWf+/8eA+3bNmSU6dOcezYMb3yp59XXrymaf+hePo1/PPPP0lOTs7xcdJLG1pw8OBBVqxYoXffi3q/ZUej0aAoSobX7ZdffsmXbvTbt2/j7++PqakpI0eOzHGMderU4bvvvqNUqVL8+++/uvty+tnOiXv37un+c5lmyZIlGBkZ6S7GSbtS+Pjx43r1nn5cWmyQs+/F1q1bc/r0ab3nBrB48WI0Go3u812YSItUERUYGIiXlxfR0dHUrFlTV962bVvat2/P6NGjiYuLo0mTJrqr9urVq8eAAQPyPba2bdtiZmZG3759GTVqFI8ePWLu3LkZmvYNlZqaquveSEhIICIigk2bNvHnn39So0aNLMeNpRk0aBCWlpY0adIEZ2dnoqKimDp1Kra2trqWurQZgefNm4e1tTUWFha4u7vnqjsEwNjYmLZt2xIQEEBqaiqBgYHExcXpTW7n6+vLZ599xuuvv84nn3zCo0eP+OGHHzL98q9VqxY7d+5k/fr1ODs7Y21tTbVq1TLUMzIyYvr06fTv358uXbrw/vvvk5CQwIwZM7h7926ms1XnRvXq1alcuTKffvopiqJQunRp1q9fb1B36dPatWtHs2bNGDVqFPHx8Xh7e7N3715+++23HD3+q6++Yu/evfj6+lK3bl0sLS0JDw9n1qxZ3Lp1ixkzZujqps39ExgYSMeOHTE2NqZ27dr58h4eMWIECxYsoHPnznz55Ze6q/bOnDmjVy8vXtMaNWrwxhtvMHPmTExNTWnTpg0nT57k66+/zvZKz2fp27cvX3/9NZs2bdIrf1Hvt+zY2NjQrFkzZsyYQZkyZXBzcyMkJIT58+dTqlSp5zr2+fPn2b9/P6mpqdy6dYsDBw4wf/584uLiWLx4sd538NM2bNjAnDlz6NGjB5UqVUJRFFatWsXdu3dp27atrl5OP9s5YW9vz+DBg4mIiKBq1aoEBQXx888/M3jwYCpWrAhou/ratGnD1KlTsbOzw9XVlW3btrFq1aoMx8vqc5LWvZreyJEjWbx4MZ07d2by5Mm4urqyceNG5syZw+DBg7Mck1ugqTLEXeSZp6+OSa9fv34KoHfVnqIoysOHD5XRo0crrq6uiqmpqeLs7KwMHjxYuXPnjl49V1dXpXPnzhmOm9WVKlnFknYVzs2bN3Vl69evV+rUqaNYWFgo5cqVUz755BPd1VjprxIx5Ko9QHeztLRUKlasqHTt2lVZsGCBkpCQkOExT19Jt2jRIqVly5aKo6OjYmZmpri4uCh9+vRRjh8/rve4mTNnKu7u7oqxsbHe1StPXyGZ3bnSrkgJDAxUJk2apJQvX14xMzNT6tWrp/z9998ZHh8UFKTUrVtXsbS0VCpVqqTMmjUr06v2jh49qjRp0kSxsrJSAN05s7oCZ82aNUqjRo0UCwsLpUSJEkrr1q2VvXv36tXJ7O+nKJlfEZSZ06dPK23btlWsra0VOzs75bXXXlMiIiIyXGFnyHnu3r2rvP3220qpUqUUKysrpW3btsqZM2dydNXe/v37lSFDhih16tRRSpcurRgbGytly5ZVOnTooAQFBenVTUhIUN59912lbNmyikaj0Ysjp+/hrN4Xmb23014rCwsLpXTp0so777yjrF27NsMxn/c1TXtuH330keLg4KBYWFgoL7/8shIaGprhKquskO6qvfS2bNmi+xw+/V3wPO83Rcn6OymzWNI+YzNmzNCV/ffff0rv3r0VOzs7xdraWunQoYNy8uTJDM/Z0Kv20m4mJiaKvb294uPjo4wdO1a5fPlyhsc8/X4+c+aM0rdvX6Vy5cqKpaWlYmtrqzRs2FBZuHCh3uOy+mxn9xuQ1VV7NWvWVHbu3Kl4e3sr5ubmirOzszJ27FglKSlJ7/GRkZHKq6++qpQuXVqxtbVV3njjDd1Vhumv2svuc5LZ++nKlStKv379FHt7e8XU1FSpVq2aMmPGDL0rOjP7+6XJyef8RdIoSg4uZxJCCCGEEBnIGCkhhBBCiFySREoIIYQQIpckkRJCCCGEyCVJpIQQQgghckkSKSGEEEKIXJJESgghhBAil2RCznyUmprK9evXsba2zpelVoQQQgiR9xRF4d69e7i4uOgttJ0ZSaTy0fXr16lQoYLaYQghhBAiF65evUr58uWzrSOJVD6ytrYGtH+I51l2QQghhBAvTlxcHBUqVND9jmdHEql8lNadZ2NjI4mUEEIIUcjkZFiODDYXQgghhMglSaSEEEIIIXJJEikhhBBCiFySMVJCCCGylJKSQlJSktphCJGnTE1NMTY2zpNjSSIlhBAiA0VRiIqK4u7du2qHIkS+KFWqFE5OTs89z6MkUkIIITJIS6IcHBywsrKSSYVFkaEoCg8ePCA6OhoAZ2fn5zqeJFJCCCH0pKSk6JIoe3t7tcMRIs9ZWloCEB0djYODw3N188lgcyGEEHrSxkRZWVmpHIkQ+Sft/f28YwAlkRJCCJEp6c4TRVlevb8lkRJCCCGEyCVJpIQQQhQrCxcupFSpUmqHIYoIGWwuhBAix9w+3fhCz3d5WmeD6vv5+XH37l3WrFmjV75z505atmzJnTt38PX1pVOnTjk63sKFCxkxYoRMAyGyJImUEEKIYsXS0lJ31VZBkpSUhKmpqdphCANJ154QQohi5emuvWPHjtGyZUusra2xsbHBy8uLQ4cOsXPnTt566y1iY2PRaDRoNBomTpwIwJ07d3jzzTexs7PDysqKjh07cv78eb3z/Pzzz1SoUAErKyt69uzJt99+q3feiRMnUrduXRYsWEClSpUwNzdHURQ2b97MK6+8QqlSpbC3t6dLly5cvHhR97jLly+j0Wj4888/adq0KZaWljRo0IBz585x8OBBvL29KVmyJB06dODmzZv5+VIKJJESQghRzPXv35/y5ctz8OBBDh8+zKeffoqpqSmNGzdm5syZ2NjYEBkZSWRkJB9//DGg7UI8dOgQ69atIzQ0FEVR6NSpk+5S+r179+Lv78/w4cM5evQobdu25auvvspw7gsXLvDnn3+ycuVKjh49CkB8fDwBAQEcPHiQbdu2YWRkRM+ePUlNTdV77Oeff8748eP5999/MTExoW/fvowaNYrvv/+e3bt3c/HiRT777LP8ffGEdO0JIUR6howBMnT8jngxNmzYQMmSJfXKUlJSsqwfERHBJ598QvXq1QF46aWXdPfZ2tqi0WhwcnLSlZ0/f55169axd+9eGjduDMAff/xBhQoVWLNmDa+99hr/+9//6Nixoy7xqlq1Kvv27WPDhg16505MTOS3336jbNmyurLevXvr1Zk/fz4ODg6cPn0aT09PXfnHH39M+/btARg+fDh9+/Zl27ZtNGnSBIB33nmHhQsXZv9iiecmLVJCCCGKlJYtW3L06FG92y+//JJl/YCAAN59913atGnDtGnT9LrRMhMWFoaJiQmNGjXSldnb21OtWjXCwsIAOHv2LA0bNtR73NP7AK6urnpJFMDFixfp168flSpVwsbGBnd3d0Cb8KVXu3Zt3bajoyMAtWrV0itLWwZF5B9JpIQQQhQpJUqUoEqVKnq3cuXKZVl/4sSJnDp1is6dO7N9+3Y8PDxYvXp1lvUVRcmyPG2Sx/Tb2T2uRIkSGcq6du3KrVu3+Pnnnzlw4AAHDhwAtK1X6aUfmJ52rqfLnu4OFHlPEikhhBDFXtWqVRk5ciRbtmyhV69e/PrrrwCYmZll6Bb08PAgOTlZl+AA3Lp1i3PnzlGjRg0Aqlevzj///KP3uEOHDj0zjlu3bhEWFsb48eNp3bo1NWrU4M6dO8/79EQ+kkRKCCFEsfXw4UOGDh3Kzp07uXLlCnv37uXgwYO6hMjNzY379++zbds2YmJiePDgAS+99BLdu3dn0KBB7Nmzh2PHjvHGG29Qrlw5unfvDsCHH35IUFAQ3377LefPn+enn35i06ZNz1yWxM7ODnt7e+bNm8eFCxfYvn07AQEB+f46iNyTREoIIUSxZWxszK1bt3jzzTepWrUqffr0oWPHjkyaNAmAxo0b4+/vj6+vL2XLlmX69OkA/Prrr3h5edGlSxd8fHxQFIWgoCBd11qTJk348ccf+fbbb6lTpw6bN29m5MiRWFhYZBuPkZERy5Yt4/Dhw3h6ejJy5EhmzJiRvy+CeC4aJavOXvHc4uLisLW1JTY2FhsbG7XDEULkgFy1B48ePSI8PBx3d/dn/vCLnBs0aBBnzpxh9+7daociyP59bsjvt0x/IIQQQuSDr7/+mrZt21KiRAk2bdrEokWLmDNnjtphiTwmiZQQQgiRD/755x+mT5/OvXv3qFSpEj/88APvvvuu2mGJPCaJlBBCCJEP/vzzT7VDEC+ADDYXQgghhMglSaSEEEIIIXJJEikhhBBCiFySREoIIYQQIpckkRJCCCGEyCVJpIQQQgghckmmPxBCiALKkFnWoejOtF4c7Ny5k5YtW3Lnzh1KlSpVYI71NI1Gw+rVq+nRoweXL1/G3d2dI0eOULdu3Tw9z9PnKsikRUoIIUSR4efnh0ajYdq0aXrla9aseeaCwQWdm5sbGo0GjUaDpaUlbm5u9OnTh+3bt+vVa9y4MZGRkdja2j7zmDt37kSj0XD37t0cxRAZGUnHjh1zE36WJk6cmGkilh/nyg+qJ1Jz5szRrXPj5eX1zDWIQkJC8PLywsLCgkqVKvHjjz9mqLNy5Uo8PDwwNzfHw8OD1atXZ3m8qVOnotFoGDFihF65oihMnDgRFxcXLC0tadGiBadOncrVcxRCCPHiWFhYEBgYyJ07d/L0uImJiXl6vNyYPHkykZGRnD17lsWLF1OqVCnatGnDV199patjZmaGk5NTniaOac/dyckJc3PzPDtudl7kuZ6HqonU8uXLGTFiBOPGjePIkSM0bdqUjh07EhERkWn98PBwOnXqRNOmTTly5Ahjx45l2LBhrFy5UlcnNDQUX19fBgwYwLFjxxgwYAB9+vThwIEDGY538OBB5s2bR+3atTPcN336dL799ltmzZrFwYMHcXJyom3btty7dy/vXgAhhBB5rk2bNjg5OTF16tRs661cuZKaNWtibm6Om5sb33zzjd79bm5ufPnll/j5+WFra8ugQYNYuHAhpUqVYsOGDVSrVg0rKyteffVV4uPjWbRoEW5ubtjZ2fHhhx+SkpKiO9bvv/+Ot7c31tbWODk50a9fP6Kjow1+bmmPr1ixIs2aNWPevHlMmDCBzz77jLNnzwIZW5muXLlC165dsbOzo0SJEtSsWZOgoCAuX75My5YtAbCzs0Oj0eDn5wdAixYtGDp0KAEBAZQpU4a2bdsC2u62NWvW6MV05swZGjdujIWFBTVr1mTnzp26+9Jer/TStw4uXLiQSZMmcezYMV1r28KFCzM914kTJ2jVqhWWlpbY29vz3nvvcf/+fd39fn5+9OjRg6+//hpnZ2fs7e0ZMmQISUlJBr/OhlA1kfr222955513ePfdd6lRowYzZ86kQoUKzJ07N9P6P/74IxUrVmTmzJnUqFGDd999l7fffpuvv/5aV2fmzJm0bduWMWPGUL16dcaMGUPr1q2ZOXOm3rHu379P//79+fnnn7Gzs9O7T1EUZs6cybhx4+jVqxeenp4sWrSIBw8esGTJkjx/HYQQQuQdY2NjpkyZwv/+9z/++++/TOscPnyYPn368Prrr3PixAkmTpzIhAkTdD/iaWbMmIGnpyeHDx9mwoQJADx48IAffviBZcuWsXnzZnbu3EmvXr0ICgoiKCiI3377jXnz5vHXX3/pjpOYmMgXX3zBsWPHWLNmDeHh4bqk5XkNHz4cRVFYu3ZtpvcPGTKEhIQEdu3axYkTJwgMDKRkyZJUqFBB1xBx9uxZIiMj+f7773WPW7RoESYmJuzdu5effvopy/N/8sknfPTRRxw5coTGjRvTrVs3bt26laPYfX19+eijj6hZsyaRkZFERkbi6+ubod6DBw/o0KEDdnZ2HDx4kBUrVrB161aGDh2qV2/Hjh1cvHiRHTt2sGjRIhYuXJjhb5rXVBtsnpiYyOHDh/n000/1ytu1a8e+ffsyfUxoaCjt2rXTK2vfvj3z588nKSkJU1NTQkNDGTlyZIY6TydSQ4YMoXPnzrRp04Yvv/xS777w8HCioqL0zmVubk7z5s3Zt28f77//fqbxJSQkkJCQoNuPi4vL/MkLIYqfxETYtQsOH4YLFyAhASwsoHJlaNgQXnkFTE3VjjJ73t4QFfXiz+vkBIcOGfSQnj17UrduXT7//HPmz5+f4f5vv/2W1q1b65KjqlWrcvr0aWbMmKGX4LRq1YqPP/5Yt79nzx6SkpKYO3culStXBuDVV1/lt99+48aNG5QsWRIPDw9atmzJjh07dEnB22+/rTtG2gLGDRs25P79+5QsWdKg5/a00qVL4+DgwOXLlzO9PyIigt69e1OrVi3d+dM/FsDBwSFDy1GVKlWYPn36M88/dOhQevfuDcDcuXPZvHkz8+fPZ9SoUc98rKWlJSVLlsTExAQnJ6cs6/3xxx88fPiQxYsXU6JECQBmzZpF165dCQwMxNHREdC2rM2aNQtjY2OqV69O586d2bZtG4MGDXpmLLmlWiIVExNDSkqK7smncXR0JCqLD2pUVFSm9ZOTk4mJicHZ2TnLOumPuWzZMv79918OHjyY5XnSHvf0ca5cuZLlc5o6dSqTJk3K8n4hRDF05QpMnw5Ll0J2Y3ZKlYKBAyEgACpWfGHhGSQqCq5dUzuKHAsMDKRVq1Z89NFHGe4LCwuje/fuemVNmjRh5syZpKSkYGxsDIC3t3eGx1pZWemSKND+Nri5ueklRI6Ojnpdd0eOHGHixIkcPXqU27dvk5qaCmiTHA8Pj+d7omh7UrIaEzVs2DAGDx7Mli1baNOmDb179850SMvTMnvumfHx8dFtm5iY4O3tTVhYWM4Cz6GwsDDq1KmjS6JA+/dKTU3l7Nmzut/rmjVr6v52AM7Ozpw4cSJPY3ma6oPNn/7DZ/dmyKr+0+XZHfPq1asMHz6c33//HQsLizyNbcyYMcTGxupuV69ezfb4Qogi7MED+OgjeOklmDMn+yQK4O5d+P57qFIFxo2Dhw9fSJgGcXKCcuVe/C2blorsNGvWjPbt2zN27NgM92X2fZ72e5Je+h/uNKZPtRxqNJpMy9KSpfj4eNq1a0fJkiX5/fffOXjwoO4iqLwYwH7r1i1u3ryJu7t7pve/++67XLp0iQEDBnDixAm8vb353//+98zjZvbccyrttTUyMsrwuuZmzFJ2v7/py7P7O+QX1VqkypQpg7GxcYbWp+jo6AwtQWmcnJwyrW9iYoK9vX22ddKOefjwYaKjo/Hy8tLdn5KSwq5du5g1axYJCQm65sWoqCicnZ1zFBtou/8KwxUGQoh8dugQ9O2r7cJLU6IE9OgB7dtDzZpQsiTExcHp07BpE6xdq02ekpJgyhRYsYJqTYdztqybWs8iIwO71wqCadOmUbduXapWrapX7uHhwZ49e/TK9u3bR9WqVfVaNPLCmTNniImJYdq0aVSoUAGAQ3n4Wn7//fcYGRllO99ShQoV8Pf3x9/fnzFjxvDzzz/z4YcfYmZmBqA3MN5Q+/fvp1mzZgAkJydz+PBh3dilsmXLcu/ePeLj43WJ2dGjR/Ueb2Zm9szze3h4sGjRIr3j7N27FyMjowx/2xdNtRYpMzMzvLy8CA4O1isPDg6mcePGmT7Gx8cnQ/0tW7bg7e2ty0KzqpN2zNatW3PixAmOHj2qu3l7e9O/f3+OHj2KsbEx7u7uODk56R0nMTGRkJCQLGMTQghA24XXtOmTJMrCQtvCdPUq/P47DBgA9etD1araMUdvvql9zJUr8OmnT8ZJnT/P6t8+otOZPVmfSzxTrVq16N+/f4YWmI8++oht27bxxRdfcO7cORYtWsSsWbP0xkPllYoVK2JmZsb//vc/Ll26xLp16/jiiy9ydax79+4RFRXF1atX2bVrF++99x5ffvklX331FVWqVMn0MSNGjODvv/8mPDycf//9l+3bt1OjRg0AXF1d0Wg0bNiwgZs3b+pdBZdTs2fPZvXq1Zw5c4YhQ4Zw584d3ZiwRo0aYWVlxdixY7lw4QJLlizJMPjbzc2N8PBwjh49SkxMjN5Y4zT9+/fHwsKCgQMHcvLkSXbs2MGHH37IgAEDsm3geBFU7doLCAjgl19+YcGCBYSFhTFy5EgiIiLw9/cHtF1lb775pq6+v78/V65cISAggLCwMBYsWMD8+fP13vjDhw9ny5YtBAYGcubMGQIDA9m6datunihra2s8PT31biVKlMDe3h5PT08A3bxSU6ZMYfXq1Zw8eRI/Pz+srKzo16/fi3uBhBCFyw8/QL9+8OiRdv/ll+HYMfjyS3jq6uAMypaFqVO19evXB8AqKYFZawPpe3RzPgdetH3xxRcZupfq16/Pn3/+ybJly/D09OSzzz5j8uTJeXYlXXply5Zl4cKFrFixAg8PD6ZNm6Z3tbkhPvvsM5ydnalSpQoDBgwgNjaWbdu2MXr06Cwfk5KSwpAhQ6hRowYdOnSgWrVqzJkzB4By5coxadIkPv30UxwdHTNcBZcT06ZNIzAwkDp16rB7927Wrl1LmTJlAO1g9t9//52goCBq1arF0qVLmThxot7je/fuTYcOHWjZsiVly5Zl6dKlGc5hZWXF33//ze3bt2nQoAGvvvoqrVu3ZtasWQbHm9c0Smadwi/QnDlzmD59OpGRkXh6evLdd9/pmgj9/Py4fPmy3pwUISEhjBw5klOnTuHi4sLo0aN1iVeav/76i/Hjx3Pp0iUqV67MV199Ra9evbKMoUWLFtStW1fvyj5FUZg0aRI//fQTd+7coVGjRsyePVuXbOVEXFwctra2xMbGYmNjk+PHCSHUY8iyLHpLsnz3nXageJp33tGOjXrcdWKQhw9h8GBYtEhXNL7dB/xer1PO43kOjx49Ijw8XDdZshBFUXbvc0N+v1VPpIoySaSEKHxylUgtWQL9+z+5Y8IEmDQJnmdmaUXhx5dfxf+fVQCkouHDbqPYWKPps+N5TpJIieIgrxIp1a/aE0KIQm3XLnjrrSf7EyfC5MnPl0QBaDRMa/EWc15+FQAjFL7b8A31/8vby8qFEM9HEikhhMitK1egZ0/tZJsA778Pn32Wd8fXaJjebCDLamsnBzZLTWbu2qmUvZ+3a8gJIXJPEikhhMgFk5RkeP11uH1bW9ChA8ya9fwtUU/TaBjf7gP2V9COz3S8f5vZa6dqzy+EUJ0kUkIIkQsf7/4N9u/X7ri7a6cwMMmfqfmSjU0Y0v1TIktq58tr+N9pPty3LF/OlZ4MoRVFWV69vyWREkIIA/lcOY7/Ae1ir5iawvLl2iVe8tGtEqUY3HMsSUbaySKHhP5J3etn8+VcafPyPXjwIF+OL0RBkPb+fno2dEOpNrO5EEIURpaJjwjc9P2TgsBAaNDghZz7qEs1fmj8Oh/t+QMTJZVvN3xDp7d+4JFp3l5ZZ2xsTKlSpXRrxVlZWWW7PJYQhYmiKDx48IDo6GhKlSr13DPZSyIlhBAG+GTXYirG3tDuNG0Kw4e/0PPP8elD64sHqRt5jkp3rjNyzxKmtnw7z8+TtlRW+oV3hShKSpUqpXufPw9JpIQQIofqXTuD3+H1ADwyMaND9Te4PHZTjh+fF/M8pRgZE9A5gE2/foh5ShLvHFzDKs9Web4mn0ajwdnZGQcHh1wtMitEQWZqappnaypKIiWEEDmgUVL5fNtPGKEdoPrNK29wuXQ5VWK5ZF+eOS+/xsi9SzBRUvny7zn06T8tX85lbGyc54v4ClGUyGBzIYTIgd4nt1M38jwAZ8q4sqBBd1Xj+fHlVwm3cwagwbXT9D65XdV4hCiuJJESQohnKJnwgNEhC3X7k9q8R4qRuq00CSZmTGj7gW7/412LQa6yE+KFk0RKCCGeYWjocsrG3wVgU9XGhLrWUTegx/a41yO4SiMAnO7f1i6cLIR4oSSREkKIbDjFxfDWoXUAJBib8lU+XCH3PKa18CNZ8/irPDAQ5Co7IV4oSaSEECIbw/YtwzxFe9Xar15d+a/U818unZcu2ldgeR3tWnzcuweTJqkbkBDFjCRSQgiRBdc713ntRDAAcWZW/PjyqypHlLmZTfoTnzYp508/waVL6gYkRDEiiZQQQmRhxJ4lmKamADC/QQ/uWtqoHFHmbpa045cGPbU7KSkwZYq6AQlRjEgiJYQQmXjp5hW6nw4B4LalDfMb9FA3oGeY36A72DxO9BYtgsuXVY1HiOJCEikhhMjEB/tX6CbfnNvoVe6bW6kcUfbiLEo+Wa4mOVlapYR4QSSREkKIp1S4G0XXsF2AtjXq93qdVI4oh0aMAGtr7fbChXDliprRCFEsSCIlhBBPef/ASkyUVEB7pd5DMwuVI8qh0qVh2DDtdlISTJ+ubjxCFAOSSAkhRDpl79/htRNbAbhvZskir64qR2SgkSOhRAnt9q+/QkyMuvEIUcRJIiWEEOm8c2iNbt6oP+p21I49Kkzs7eHdd7XbDx/C3LnqxiNEESeJlBBCpLl3j35HNgGQYGzCfG91FybOtREjwOjx1/v//gePHqkajhBFmSRSQgiRZtEibBK1C/+urtmKaGt7lQPKJTc3eO017fbNm/Dbb6qGI0RRJomUEEIApKbCDz/odn/17qZiMHng44+fbH/zjfb5CSHynCRSQggBsHkznD8PwL6KtTlb1k3deJ6Xtzc0b67dPnsWtmxRNx4hiihJpIQQAuD773Wbhb41Kk3aBJ0Ac+aoF4cQRZgkUkIIERama7GJsHVkW+UGKgeUR7p2hQoVtNsbNsiyMULkA0mkhBAi3dioRfW7kGpkrGIwecjEBN5/X7utKPDjj+rGI0QRJImUEKJ4u3fvyVVtJUqwonZbdePJa+++C6am2u1ffpGpEITIY6onUnPmzMHd3R0LCwu8vLzYvXt3tvVDQkLw8vLCwsKCSpUq8WMm/8NauXIlHh4emJub4+HhwerVq/Xunzt3LrVr18bGxgYbGxt8fHzYtGmTXh0/Pz80Go3e7eWXX37+JyyEKFiWLoX4eO32G28Uvgk4n8XREV59Vbt96xb8+ae68QhRxJioefLly5czYsQI5syZQ5MmTfjpp5/o2LEjp0+fpmLFihnqh4eH06lTJwYNGsTvv//O3r17+eCDDyhbtiy9e/cGIDQ0FF9fX7744gt69uzJ6tWr6dOnD3v27KFRo0YAlC9fnmnTplGlShUAFi1aRPfu3Tly5Ag1a9bUna9Dhw78+uuvun0zM7P8fDmEEGqYN+/J9nvvwZ+R6sXynNw+3ZhpuZdRPVayFICjn35Fj9Pa+bEuT+v8wmIToqjSKIqiqHXyRo0aUb9+feamW8KgRo0a9OjRg6lTp2aoP3r0aNatW0dYWJiuzN/fn2PHjhEaGgqAr68vcXFxei1MHTp0wM7OjqVLl2YZS+nSpZkxYwbvvPMOoG2Runv3LmvWrMn184uLi8PW1pbY2FhsbGxyfRwhRD45fFg7TQCAlxccOpRlMpIXDE1c8iwWRSFo4TA8osMB6OT3A6cdK0kiJUQWDPn9Vq1rLzExkcOHD9OuXTu98nbt2rFv375MHxMaGpqhfvv27Tl06BBJSUnZ1snqmCkpKSxbtoz4+Hh8fHz07tu5cycODg5UrVqVQYMGER0dne1zSkhIIC4uTu8mhCjA0rdGpQ3KLoo0GpbU7ajb7XNc5pQSIq+olkjFxMSQkpKCo6OjXrmjoyNRUVGZPiYqKirT+snJycQ8XuE8qzpPH/PEiROULFkSc3Nz/P39Wb16NR4eHrr7O3bsyB9//MH27dv55ptvOHjwIK1atSIhISHL5zR16lRsbW11twpplx0LIQqee/dgyRLtdsmS8Prr6saTz9bVaMYjE+3whB6nd2KenKhyREIUDaqOkQLQaDR6+4qiZCh7Vv2ny3NyzGrVqnH06FHu3r3LypUrGThwICEhIbpkytfXV1fX09MTb29vXF1d2bhxI7169co0tjFjxhAQEKDbj4uLk2RKiIJq2TK4f1+73a8fWFvn+ynzs9vwWeIsSrKxWhN6n9pBqUf3aX8uFOipWjxCFBWqtUiVKVMGY2PjDC1F0dHRGVqU0jg5OWVa38TEBHt7+2zrPH1MMzMzqlSpgre3N1OnTqVOnTp8n25m46c5Ozvj6urK+cdLSGTG3NxcdyVg2k0IUUD9/POT7ffeUy+OF+jP2k+GPfge/1vFSIQoOlRLpMzMzPDy8iI4OFivPDg4mMaNG2f6GB8fnwz1t2zZgre3N6aP50nJqk5Wx0yjKEq23Xa3bt3i6tWrODs7Z3scIUQhEBYGBw9qt+vW1Q40LwYOVPAk3E77HdbkynG4dEnliIQo/FSdRyogIIBffvmFBQsWEBYWxsiRI4mIiMDf3x/QdpW9+eabuvr+/v5cuXKFgIAAwsLCWLBgAfPnz+fjdKucDx8+nC1bthAYGMiZM2cIDAxk69atjBgxQldn7Nix7N69m8uXL3PixAnGjRvHzp076d+/PwD379/n448/JjQ0lMuXL7Nz5066du1KmTJl6NlTmsKFKPQWLXqy7eenWhgvnEbDilrpJhxNN72LECJ3VB0j5evry61bt5g8eTKRkZF4enoSFBSEq6srAJGRkUREROjqu7u7ExQUxMiRI5k9ezYuLi788MMPujmkABo3bsyyZcsYP348EyZMoHLlyixfvlw3hxTAjRs3GDBgAJGRkdja2lK7dm02b95M27baLxhjY2NOnDjB4sWLuXv3Ls7OzrRs2ZLly5dj/QLGUQgh8lFKypOZzE1MtOOjipG/PFvz0e7fMVZStYnUxIlgXESWxBFCBarOI1XUyTxSQhRAW7ZA+/ba7W7dYO1avbvVHBD+ovzy1yTaXHzctbl1K7RurW5AQhQwhWIeKSGEUMXChU+2Bw5ULQw1rfJMlziltc4JIXJFEikhRPERGwtpa2/a2UHn4jmz97YqDYkzs9LurFwJDx6oG5AQhZgkUkKI4mPFCnj0SLvdty+Ym6sbj0oSTMwIqv6Kduf+/Qzdm0KInJNESghRfKS/Wq+YduulWV2z5ZOd339XLxAhCjlJpIQQxUN4OOzZo92uXh0aNFA3HpX9U6EmVKyo3fn7b7hxQ92AhCikJJESQhQPS5c+2X7zTchmKariQNEYweO580hJgeXL1Q1IiEJKEikhRPGwbNmT7SK+QHGOvfHGk225ek+IXFF90WIhhMh3p07BiRPa7ZdfBnd3deMpINwWh7PesTK1blyEQ4doPehHLtpnvdD65WnF8ypHIbIjLVJCiKIvfbde377qxVEAra7ZSrfd7fQuFSMRonCSREoIUbQpypNEysgI+vRRN54CZkP1V0hFO16sy5nd2tdLCJFjkkgJIYq2gwfh0iXtdsuW4OSkbjwFTLS1PQcr1ASg8u3/qHEzXOWIhChcJJESQhRtMsj8mdZXb6rb7hK2W8VIhCh8JJESQhRd6S/rNzWF3r3VjaeA2lytMSka7c+BdO8JYRhJpIQQRdfu3XD9una7Qwft+noig5gSdoRWrAWA690oakVdUDkiIQoPSaSEEEWXXK2XYxvSd++dke49IXJKEikhRNGUlAQrV2q3raygWzd14yngNldrTJKRMQCdpXtPiByTREoIUTSFhMCtW9rtLl2gRAl14yng7lrasNe1LgDl425S//oZdQMSopCQREoIUTT99deT7VdfVS+OQmRDDbl6TwhDSSIlhCh6UlJg9WrttqUldOyobjyFxJaXXibBWLtyWKeze9AoqSpHJETBJ4mUEKLo2bMHoqO12x06QMmS6sZTSMRZlGSXuxcATvdv4/3faZUjEqLgk0RKCFH0pA0yB+nWM1BQtSa67fbnQlWMRIjCQRIpIUTRkpr6JJEyM9MONBc5tq1KQ93Vex3OhcrVe0I8gyRSQoiiZf/+J5NwtmsHNjbqxlPIxFmUZJ9rHQDKx0XjeeOiyhEJUbBJIiWEKFqkW++5ba7aWLfd4dw+FSMRouCTREoIUXQoypNEysREJuHMpeCXGpGKBoCOZ/dJ954Q2ZBESghRdBw+DFeuaLdbt5a19XIppoQdByvUBKDy7f+ocuuqyhEJUXBJIiWEKDrST8LZu7d6cRQBm6v66Lale0+IrEkiJYQoGhTlSSJlZAQ9eqgaTmH3d7pEquNZSaSEyIokUkKIouHECbj4+AqzFi2gbFlVwynsrts4cMzpJQBqRl+iwt0olSMSomCSREoIUTSsXftku2dP9eIoQjZXe3L1Xnvp3hMiU6onUnPmzMHd3R0LCwu8vLzYvTv7hTJDQkLw8vLCwsKCSpUq8eOPP2aos3LlSjw8PDA3N8fDw4PVaWtuPTZ37lxq166NjY0NNjY2+Pj4sGnTJr06iqIwceJEXFxcsLS0pEWLFpw6der5n7AQIn+sWfNkW67WyxPpp0GQ7j0hMqdqIrV8+XJGjBjBuHHjOHLkCE2bNqVjx45ERERkWj88PJxOnTrRtGlTjhw5wtixYxk2bBgr080bExoaiq+vLwMGDODYsWMMGDCAPn36cODAAV2d8uXLM23aNA4dOsShQ4do1aoV3bt310uUpk+fzrfffsusWbM4ePAgTk5OtG3blnv37uXfCyKEyJ2rV+Hff7Xb9etDxYrqxlNEhJcux9ky2tfS6/qZJxOdCiF0NIqi3gQhjRo1on79+sydO1dXVqNGDXr06MHUqVMz1B89ejTr1q0jLCxMV+bv78+xY8cIDdWuCeXr60tcXJxeC1OHDh2ws7Nj6dKlWcZSunRpZsyYwTvvvIOiKLi4uDBixAhGjx4NQEJCAo6OjgQGBvL+++/n6PnFxcVha2tLbGwsNjK7shD5Z/ZsGDpUuz1pEnz2Wa4P5fbpxjwKqmgYuft3hu9bpt2ZPRs++EDdgIR4AQz5/VatRSoxMZHDhw/Trl07vfJ27dqxb1/mTcihoaEZ6rdv355Dhw6RlJSUbZ2sjpmSksKyZcuIj4/Hx0d7lUp4eDhRUVF6xzE3N6d58+ZZHge0yVZcXJzeTQjxAqTv1uveXbUwiqIt6a7eY9069QIRooAyOJHy8/Nj165dz33imJgYUlJScHR01Ct3dHQkKirzq0OioqIyrZ+cnExMTEy2dZ4+5okTJyhZsiTm5ub4+/uzevVqPDw8dMdIe1xOYwOYOnUqtra2uluFChWyrCuEyCN378LOndptNzeoXVvFYIqeUw6VuGb9+ArI7dtB/oMohB6DE6l79+7Rrl07XnrpJaZMmcK1a9eeKwCNRqO3ryhKhrJn1X+6PCfHrFatGkePHmX//v0MHjyYgQMHcvr06eeKbcyYMcTGxupuV6/KbMBC5LtNmyA5WbvdvTtk8xkVuaDRsPWlhtrtpCT4+2914xGigDE4kVq5ciXXrl1j6NChrFixAjc3Nzp27Mhff/2l617LiTJlymBsbJyhhSc6OjpDS1AaJyenTOubmJhgb2+fbZ2nj2lmZkaVKlXw9vZm6tSp1KlTh++//153DMCg2EDb/Zd2JWDaTQiRz6RbL98FV3n5yU76aSaEELkbI2Vvb8/w4cM5cuQI//zzD1WqVGHAgAG4uLgwcuRIzp8//8xjmJmZ4eXlRXBwsF55cHAwjRs3zvQxPj4+Gepv2bIFb29vTE1Ns62T1THTKIpCQkICAO7u7jg5OekdJzExkZCQkGceRwjxAiUkaFukQLuuXtOm6sZTRB2o6EmcmZV2Z+NGbcuUEAJ4zsHmkZGRbNmyhS1btmBsbEynTp04deoUHh4efPfdd898fEBAAL/88gsLFiwgLCyMkSNHEhERgb+/P6DtKnvzzTd19f39/bly5QoBAQGEhYWxYMEC5s+fz8cff6yrM3z4cLZs2UJgYCBnzpwhMDCQrVu3MmLECF2dsWPHsnv3bi5fvsyJEycYN24cO3fupH///oC2S2/EiBFMmTKF1atXc/LkSfz8/LCysqJfv37P85IJIfLSzp2QNiVJly5gYqJqOEVVkrEpIZW8tDt378KeParGI0RBYvC3TlJSEuvWrePXX39ly5Yt1K5dm5EjR9K/f3+sra0BWLZsGYMHD2bkyJHZHsvX15dbt24xefJkIiMj8fT0JCgoCFdXV0CbqKWfU8rd3Z2goCBGjhzJ7NmzcXFx4YcffqB3usVJGzduzLJlyxg/fjwTJkygcuXKLF++nEaNGunq3LhxgwEDBhAZGYmtrS21a9dm8+bNtG3bVldn1KhRPHz4kA8++IA7d+7QqFEjtmzZonuOQgh1pJ+e4Mu/Z/PG423/e+XZnMnUBZendX5BkRVtwS+9TNczjydMXrcOWrZUNyAhCgiD55EqU6YMqamp9O3bl0GDBlG3bt0Mde7cuUP9+vUJDw/PqzgLJZlHSoi8l5ZIaZRUQuf44XT/NgnGptQbtoQHZpYZ6huaSMk8UpmzeXSf47Pf0A7sd3fXrmsoA/tFEWXI77fBLVLfffcdr732GhYWFlnWsbOzK/ZJlBAif9WKuoDT/dsA7HGrm2kSJfJOnEVJaN4ctm2D8HA4eRJq1VI7LCFUZ/AYqR07dmR6dV58fDxvv/12ngQlhBDP0u78ft12cJVG2dQUeSb9VZEyOacQQC4SqUWLFvHw4cMM5Q8fPmTx4sV5EpQQQjxL28eJVCoatkki9WKkXwxapkEQAjCgay8uLg5FUVAUhXv37ul17aWkpBAUFISDg0O+BCmEEOm53rlOtRjthShHXKpxs6SdyhEVE66uUKcOHDsGBw9qFzF2cVE7KiFUleNEqlSpUmg0GjQaDVWrVs1wv0ajYdKkSXkanBBCZKZt+m69l17OpqbIc926aRMpgPXrIYeLuAtRVOU4kdqxYweKotCqVStWrlxJ6dKldfeZmZnh6uqKi/zPRAjxArS58I9uO/gl6dZ7obp3hy++0G6vXSuJlCj2cpxINW/eHIDw8HAqVqyY7ZpzQgiRX2we3cf7P+26mOF2zlwsXV7liIqZ+vWhXDm4dk17Bd/9+1CypNpRCaGaHCVSx48fx9PTEyMjI2JjYzlx4kSWdWvLyutCiHzULPxfTJRUALZXbihzGb1oGo22e2/uXEhM1C5inG5SZCGKmxwlUnXr1iUqKgoHBwfq1q2LRqMhs3k8NRoNKSkpeR6kEEKkaXnxoG57e+UGKkZSjHXvrk2kADZskERKFGs5SqTCw8MpW7asblsIIVSRkkLLS4cBuG9myT8VaqocUDHVvDmUKAHx8dpFjFNTwei5lm4VotDKUSKVtvbd09tCCPFCHThA6YdxAOx2q0eSsanKARVTFhbQti2sWQM3b2qnQmgkg/5F8ZSrCTk3bnyyFtWoUaMoVaoUjRs35sqVK3kanBBC6En33SPdeirr0uXJ9kZZn1AUXwYnUlOmTMHSUrumVWhoKLNmzWL69OmUKVOGkSNH5nmAQgihs2GDbnNHZW8VAxF06vRkO93fRYjixuBFi69evUqVKlUAWLNmDa+++irvvfceTZo0oUWLFnkdnxBCaF29CsePA3DU+SViSshs5qpydgYvLzh8GI4c0U6HUK6c2lEJ8cIZ3CJVsmRJbt26BcCWLVto06YNABYWFpmuwSeEEHlCr1uvoYqBCB3p3hPC8ESqbdu2vPvuu7z77rucO3eOzp07A3Dq1Cnc3NzyOj4hhNCS8VEFT/pESrr3RDFlcCI1e/ZsfHx8uHnzJitXrsTe3h6Aw4cP07dv3zwPUAghePAAtm4F4EbJ0pxyrKRyQALQznLu5KTd3roVpFdCFEMGj5EqVaoUs2bNylAuCxYLIfLNjh3w6JF2s5I3ikbmLCoQjIy0g84XLNAmUTt3QseOakclxAtlcCIFcPfuXf755x+io6NJTU3VlWs0GgYMGJBnwQkhBCDdegVZly7aRAq03XuSSIlixuBEav369fTv35/4+Hisra31Fi+WREoIkecU5cn4GzMz9rjVVTUc8ZQ2bcDMTLvu3oYNMGuWrH8oihWD28c/+ugj3n77be7du8fdu3e5c+eO7nb79u38iFEIUZydPKmd+gCgRQsemFmqG4/QZ20NaVPfRERo/15CFCMGJ1LXrl1j2LBhWFlZ5Uc8QgihL/3VYOmvEhMFh1y9J4oxgxOp9u3bc+jQofyIRQghMko/P9Hj6VZEAZP+7yLzSYlixuAxUp07d+aTTz7h9OnT1KpVC1NT/UVDu3XrlmfBCSGKuZgYCA3VbteoAZUqAWGqhiQyUamS9u8TFqb9e8XEQJkyakclxAthcCI1aNAgACZPnpzhPo1GQ0pKyvNHJYQQAJs3Q9qVwdKtV7B16aJNpFJTtX+3N95QOyIhXgiDu/ZSU1OzvEkSJYTIU9KtV3jIOClRTD3XrHaPHk+QJ4QQeS45WduyAVCqFDRurGo44hkaN9b+nUD7d0tKUjUcIV4UgxOplJQUvvjiC8qVK0fJkiW5dOkSABMmTGD+/Pl5HqAQopjatw/u3tVut28PT43HFAWMicmTyThjY2HvXnXjEeIFMTiR+uqrr1i4cCHTp0/HzMxMV16rVi1++eWXPA1OCFGMybQHhY9cvSeKIYMTqcWLFzNv3jz69++PsbGxrrx27dqcOXMmT4MTQhRjaT/EGg106KBuLCJnOnTQrr8HMk5KFBsGX7V37do1qlSpkqE8NTWVpFz0ic+ZM4cZM2YQGRlJzZo1mTlzJk2bNs2yfkhICAEBAZw6dQoXFxdGjRqFv7+/Xp2VK1cyYcIELl68SOXKlfnqq6/o2bOn7v6pU6eyatUqzpw5g6WlJY0bNyYwMJBq1arp6vj5+bFo0SK94zZq1Ij9+/cb/ByFEFlz+zRjy0WFu1HsPn0agEMu1Xn16wN5enyRT+zttWOl9uyBM2fgwgXI5PdCiKLE4BapmjVrsnv37gzlK1asoF69egYda/ny5YwYMYJx48Zx5MgRmjZtSseOHYmIiMi0fnh4OJ06daJp06YcOXKEsWPHMmzYMFauXKmrExoaiq+vLwMGDODYsWMMGDCAPn36cODAky/ikJAQhgwZwv79+wkODiY5OZl27doRHx+vd74OHToQGRmpuwUFBRn0/IQQudPq4kHdtixSXMjI1XuimNEoiqIY8oD169czYMAAxowZw+TJk5k0aRJnz55l8eLFbNiwgbZt2+b4WI0aNaJ+/frMnTtXV1ajRg169OjB1KlTM9QfPXo069atIyzsyYR8/v7+HDt2jNDHk/b5+voSFxfHpk2bdHU6dOiAnZ0dS5cuzTSOmzdv4uDgQEhICM2aNQO0LVJ3795lzZo1OX4+T4uLi8PW1pbY2FhsbGxyfRwhirLMWowW/fkZzcP/BaDDW//jjIP7iw5LZOLytBxMQXHyJNSqpd1u0waCg/M3KCHygSG/3wa3SHXt2pXly5cTFBSERqPhs88+IywsjPXr1xuURCUmJnL48GHatWunV96uXTv27duX6WNCQ0Mz1E9bsiatWzGrOlkdEyA2NhaA0qVL65Xv3LkTBwcHqlatyqBBg4iOjs7ZkxNC5JpV4kNejjgOwDXrspwp66ZuQMIwNWuCq6t2OyQE7t1TNx4h8pnBY6RAm5i0b9/+uU4cExNDSkoKjo6OeuWOjo5ERUVl+pioqKhM6ycnJxMTE4Ozs3OWdbI6pqIoBAQE8Morr+Dp6akr79ixI6+99hqurq6Eh4czYcIEWrVqxeHDhzE3N8/0WAkJCSQkJOj24+Lisn4BhBCZanLlGOYpyQDsqOytHWwuCoScjjebZO/JwCtXtHNJBQdDr175HJkQ6nmuCTnzguapL0lFUTKUPav+0+WGHHPo0KEcP348Q7efr68vnTt3xtPTk65du7Jp0ybOnTvHxmwu6Z06dSq2tra6W4UKFbKsK4TIXKsL/+i2t1VpqGIkIrd2VEo3rk2mQRBFXI5apOzs7LJNbtK7fft2juqVKVMGY2PjDC1F0dHRGVqU0jg5OWVa38TEBHt7+2zrZHbMDz/8kHXr1rFr1y7Kly+fbbzOzs64urpy/vz5LOuMGTOGgIAA3X5cXJwkU0IYQlFodekQAA9NzNlXsbbKAYncCHWtzQNTc6ySErSJVGrqk2kRhChicpRIzZw5U7d969YtvvzyS9q3b4+Pjw+gHZf0999/M2HChByf2MzMDC8vL4KDg/WmJggODqZ79+6ZPsbHx4f169frlW3ZsgVvb29MH8967OPjQ3BwMCNHjtSr0zjd8hKKovDhhx+yevVqdu7cibv7swey3rp1i6tXr+Ls7JxlHXNz8yy7/YQQz1bzxkUc72v/M7bPtTYJpvJ5KowSTMzY61qHthf+gRs34N9/wdtb7bCEyBc5SqQGDhyo2+7duzeTJ09m6NChurJhw4Yxa9Ystm7dqpfAPEtAQAADBgzA29sbHx8f5s2bR0REhG5eqDFjxnDt2jUWL14MaK/QmzVrFgEBAQwaNIjQ0FDmz5+v1y03fPhwmjVrRmBgIN27d2ft2rVs3bqVPXv26OoMGTKEJUuWsHbtWqytrXUtWLa2tlhaWnL//n0mTpxI7969cXZ25vLly4wdO5YyZcroJX1CiLzVWqY9KDK2V26oTaRAOw2CJFKiiDK4rfXvv/+mQyazDLdv356tW7cadCxfX19mzpzJ5MmTqVu3Lrt27SIoKAjXx1d8REZG6s0p5e7uTlBQEDt37qRu3bp88cUX/PDDD/Tu3VtXp3Hjxixbtoxff/2V2rVrs3DhQpYvX06jRo10debOnUtsbCwtWrTA2dlZd1u+fDkAxsbGnDhxgu7du1O1alUGDhxI1apVCQ0Nxdra2qDnKITIufTzR+2oLD+8hdmOSun+fjKflCjCDJ5HytXVlaFDh/LJJ5/olc+YMYNZs2Zx5cqVPA2wMJN5pIR4trQrwcrE3+HQrAEAhJV1o+Pbs9QMS+SBy3+Ph6NHtTvXr0M2QyOEKEgM+f02ePqDSZMm8c4777Bz507dGKn9+/ezefNmWbRYCJFrLS4d1m3L1XpFRJcuTxKpoCB45x1VwxEiPxjctefn58e+ffsoVaoUq1atYuXKldja2rJ37178/PzyIUQhRHGQftqD7ZVkfFSR0DndTOgyDYIoonI1IWejRo34448/8joWIUQxZZqSRNPLRwC4bWnDUZeqKkck8kSDBlC2LNy8CVu2QEICyJXNooiRiT2EEKprcPUU1okPAdhZyYtUI2OVIxJ5wtgYOnbUbsfHw65d6sYjRD6QREoIoTqZ9qAI69LlybZcvSeKIEmkhBCqa/k4kUrWGLHLvb7K0Yg81a4dmDweRbJhAxh2obgQBV6uxkgJIURWcrqwbRr329eodOc6AIfKexBnUTI/whIqSHsvLHHxoHHEcbh0idbv/cRF+8yXzro8rXOm5UIUZAa3SC1cuJAHDx7kRyxCiGIo/SSc2yrLtAdF0fZ0k6u2unAwm5pCFD4GJ1JjxozBycmJd955h3379uVHTEKIYqTVxXTTHsj4qCJpe7oEudUlSaRE0WJwIvXff//x+++/c+fOHVq2bEn16tUJDAzUrVcnhBA5ZZ0QT8OrpwC4UsqJi/blVY5I5IdLpcsRbqed1bzB1VPYPLqvckRC5B2DEyljY2O6devGqlWruHr1Ku+99x5//PEHFStWpFu3bqxdu5bU1NT8iFUIUcS8En4E09QU4HFrlEajckQiX2g07Hg8yaqJkkrT8CMqByRE3nmuq/YcHBxo0qQJPj4+GBkZceLECfz8/KhcuTI7d+7MoxCFEEWVTHtQfKRf9id9d64QhV2uEqkbN27w9ddfU7NmTVq0aEFcXBwbNmwgPDyc69ev06tXLwYOHJjXsQohihCNkkqLS4cAiDe14ECFWipHJPLTPxVqct/MEtCuq2j0uCVSiMLO4ESqa9euVKhQgYULFzJo0CCuXbvG0qVLadOmDQCWlpZ89NFHXL16Nc+DFUIUHXUiz1PmQSwAe9zqkmhiqnJEIj8lGZuy260eAPYP46gbeU7liITIGwbPI+Xg4EBISAg+Pj5Z1nF2diY8PPy5AhNCFG3pFymWaQ+Kh+2Vvel4Tnu1d6uLB/m3XA2VIxLi+RncItW8eXPq188483BiYiKLFy8GQKPR4Orq+vzRCSGKrPTjo3akm2dIFF07Kz0ZB5d+/jAhCjODE6m33nqL2NjYDOX37t3jrbfeypOghBBFm+O9GGpGXwLguFMVbpYsrXJE4kW4WdKOo84vAeARHY5z3E2VIxLi+RmcSCmKgiaTS5T/++8/bG1t8yQoIUTR1uriId22XK1XvOxI1yrV8tKhbGoKUTjkeIxUvXr10Gg0aDQaWrdujYnJk4empKQQHh5Ohw4d8iVIIUTRIsvCFF/bqjRk5N4lgHac3JK6HVWOSIjnk+NEqkePHgAcPXqU9u3bU7Lkk4VFzczMcHNzo3fv3nkeoBCiaDFPSqDJlaMA3CxRipNOldUNSLxQpxwrEV3CDof4OzS5chzzpAQSTM3VDkuIXMtxIvX5558D4Obmhq+vLxYWFvkWlBCi6PKJOIFVUgIA2ys1QNE817zAopBRNEZsr9yA149vwTI5AZ+I4+yU7l1RiBn8DTZw4EBJooQQudbyksxmXtylv0qztVy9Jwq5HLVIlS5dmnPnzlGmTBns7OwyHWye5vbt23kWnBCiiFEUWl/Q/nAmGpmwx62uuvEIVexxrUuCsQnmKcm0vHgQFEXWWRSFVo4Sqe+++w5ra2vddnaJlBBCZKVqzBXKx0UDsL9iLeLNrVSOSKgh3tyKAxVq0ezyEcrH3aRazBXOlnVTOywhciVHiVT6dfP8/PzyKxYhRBGXftoDmYSzeNteuQHNLh8BtFdxSiIlCqscjZGKi4vL8U0IIbLS6qIsCyO00o+Pa3VBxkmJwitHLVKlSpV6Znde2kSdKSmyorcQIiPbh/fwunYGgAulyxNh56xyREJNEXbOXChdniq3/6P+9TOUeij/EReFU44SqR07duR3HEKIIq55+GGMlVRArtYTWtuqNKTKP/9hrKTS/NJhoK/aIQlhsBwlUs2bN8/vOIQQRVzrdN0326tIIiW04+Te/2cVoD9+TojCJEeJ1PHjx/H09MTIyIjjx49nW7d27dp5EpgQougwTk2hefhhAOLMS3ConIfKEYmC4FA5D+LMS2CTEE+LS4cgORlMcjxPtBAFQo4Gm9etW5eYmBjddr169ahbt26GW7169QwOYM6cObi7u2NhYYGXlxe7d+/Otn5ISAheXl5YWFhQqVIlfvzxxwx1Vq5ciYeHB+bm5nh4eLB69Wq9+6dOnUqDBg2wtrbGwcGBHj16cPbsWb06iqIwceJEXFxcsLS0pEWLFpw6dcrg5yeEgPrXwij16D4Au9zrk2wsP5YCko1N2OVeHwDbhHjYt0/liIQwXI4SqfDwcMqWLavbvnTpEuHh4Rluly5dMujky5cvZ8SIEYwbN44jR47QtGlTOnbsSERERJZxdOrUiaZNm3LkyBHGjh3LsGHDWLlypa5OaGgovr6+DBgwgGPHjjFgwAD69OnDgQMHdHVCQkIYMmQI+/fvJzg4mOTkZNq1a0d8fLyuzvTp0/n222+ZNWsWBw8exMnJibZt23Lv3j2DnqMQQn/26m0yPkqko/d+2LhRvUCEyCWNoiiKWidv1KgR9evXZ+7cubqyGjVq0KNHD6ZOnZqh/ujRo1m3bh1hYWG6Mn9/f44dO0ZoaCgAvr6+xMXFsWnTJl2dDh06YGdnx9KlSzON4+bNmzg4OBASEkKzZs1QFAUXFxdGjBjB6NGjAUhISMDR0ZHAwEDef//9HD2/uLg4bG1tiY2NxcbGJkePEaKwc/s044/hll8+oOqtCFLR4P3h79y2slUhMlEQ2T2I5fD/3sAIBTw8QFr+RQFgyO93rlYLPXv2LEOHDqV169a0adOGoUOHZugae5bExEQOHz5Mu3bt9MrbtWvHviyad0NDQzPUb9++PYcOHSIpKSnbOlkdEyA2NhbQLoUD2pavqKgoveOYm5vTvHnzbI8jhMjI9c51qt7StjIfcakmSZTQc8fKliMu1bQ7p09DeLi6AQlhIIMTqb/++gtPT08OHz5MnTp1qF27Nv/++y+enp6sWLEix8eJiYkhJSUFR0dHvXJHR0eioqIyfUxUVFSm9ZOTk3VjuLKqk9UxFUUhICCAV155BU9PT90x0h6X0+OAttVKJigVQl+bC08m4Qx+6WUVIxEF1bYq6SZnle49UcgYnEiNGjWKMWPGEBoayrfffsu3337Lvn37GDt2rK4bzBBPT/SZNrGnIfWfLjfkmEOHDuX48eOZdvsZGtvUqVOxtbXV3SpUqJBlXSGKizYXnoxPDH6pkYqRiIJKb7kgSaREIWNwIhUVFcWbb76ZofyNN97ItrXmaWXKlMHY2DjDY6KjozO0BKVxcnLKtL6JiQn29vbZ1snsmB9++CHr1q1jx44dlC9fXu88gEGxAYwZM4bY2Fjd7erVq1nWFaI4sH14jwZXtWNeLtm5cLF0+Wc8QhRHYWXduW5dRruzfTvcv69uQEIYwOBEqkWLFplOUbBnzx6aNm2a4+OYmZnh5eVFcHCwXnlwcDCNGzfO9DE+Pj4Z6m/ZsgVvb29MTU2zrZP+mIqiMHToUFatWsX27dtxd3fXq+/u7o6Tk5PecRITEwkJCckyNtCOo7KxsdG7CVGctbx0CJPHs5lvrdIInrHUlCimNJonrVKJibBtm7rxCGGAHE3msm7dOt12t27dGD16NIcPH+bll7XjHfbv38+KFSuYNGmSQScPCAhgwIABeHt74+Pjw7x584iIiMDf3x/QtvBcu3aNxYsXA9or9GbNmkVAQACDBg0iNDSU+fPn63XLDR8+nGbNmhEYGEj37t1Zu3YtW7duZc+ePbo6Q4YMYcmSJaxduxZra2tdy5OtrS2WlpZoNBpGjBjBlClTeOmll3jppZeYMmUKVlZW9OvXz6DnKERx1ub8k269rdKtJ7KxrXJD+h/drN1Ztw66d1c3ICFyKEfTHxgZ5azhKjeLFs+ZM4fp06cTGRmJp6cn3333Hc2aNQPAz8+Py5cvs3PnTl39kJAQRo4cyalTp3BxcWH06NG6xCvNX3/9xfjx47l06RKVK1fmq6++olevXnpxZubXX3/Fz88P0LZaTZo0iZ9++ok7d+7QqFEjZs+erRuQnhMy/YEojtKmPzBLTuLw//phnfiQOxbWeH/4OylGxipHJwoq86QEzv44AB48gLJlITISjOX9ItRhyO+3qvNIFXWSSIniKC2Rahr+L7/9+RkAKz1b8VHnADXDEoXA5XPzIW0lij17oEkTdQMSxVa+zyMlhBDPone1XhXp1hM5kL47b+1a9eIQwgC5WvAqPj6ekJAQIiIiSExM1Ltv2LBheRKYEKIQUxTanNfOH5VgbMJuN8PX4RTFUOfOYGQEqanaRGr6dLUjEuKZDE6kjhw5QqdOnXjw4AHx8fGULl2amJgYrKyscHBwkERKCEHN6EuUu3cTgNCKdYg3t1I5IlEolCkDr7wCu3bBuXNw5gxUr652VEJky+CuvZEjR9K1a1du376NpaUl+/fv58qVK3h5efH111/nR4xCiEJGrtYTuSbde6KQMTiROnr0KB999BHGxsYYGxuTkJBAhQoVmD59OmPHjs2PGIUQhUz68VFbKzfMpqYQT0mfSK1Zo1oYQuSUwYmUqampbvoAR0dHIiK0i5Ha2trqtoUQxZdTXAy1blwE4LhTFaJsyqgckShUKleGmjW12wcOgAErZgihBoMTqXr16nHo0CEAWrZsyWeffcYff/zBiBEjqFWrVp4HKIQoXNpcfLJI8Va5Wk/kRlqrlKLA+vXqxiLEMxicSE2ZMgVnZ2cAvvjiC+zt7Rk8eDDR0dHMmzcvzwMUQhQueuOjJJESuSHjpEQhYvBVe97eT1bpLlu2LEFBQXkakBCiELt3D5+IYwD8Z1OW0w7uz3iAEJnw9gYXF7h+HbZu1S5iXLKk2lEJkalcT8gZHR3N7t272bNnDzdv3szLmIQQhdXff2OekgzIIsXiORgZQbdu2u2EBNiyRd14hMiGwYlUXFwcAwYMoFy5cjRv3pxmzZrh4uLCG2+8QWxsbH7EKIQoLNJ1w0i3nngu0r0nCgmDE6l3332XAwcOsGHDBu7evUtsbCwbNmzg0KFDDBo0KD9iFEIUBklJsGEDAHFmVhyomPMFvoXIoGVLsLbWbm/YAMnJ6sYjRBYMTqQ2btzIggULaN++PTY2NlhbW9O+fXt+/vlnNm7cmB8xCiEKg5074e5dALZXaUCSsamq4YhCztwcOnTQbt++DXv3qhuPEFkwOJGyt7fH1tY2Q7mtrS12dnZ5EpQQohBatUq3ublqYxUDEUWGdO+JQsDgRGr8+PEEBAQQGRmpK4uKiuKTTz5hwoQJeRqcEKKQSE3VzUL9yMSMEHcvdeMRRUOnTmBsrN1es0Y7r5QQBUyOpj+oV6+ebjZzgPPnz+Pq6krFihUBiIiIwNzcnJs3b/L+++/nT6RCiIJr/37dDNS73Ovz0MxC5YBEkWBnB82bw/btEB4OJ0+CTPwsCpgcJVI9evTI5zCEEIWaXreej4qBiCKnRw9tIgWwerUkUqLA0SiKtJXml7i4OGxtbYmNjcXGxkbtcITIH4qiXR8tPBxMTKjzwW/EWlqrHZUohC5P65yx8L//oEIF7Xbt2nDs2IsNShRLhvx+GzyzeZrDhw8TFhaGRqPBw8ODevXq5fZQQojC7PhxbRIF0KKFJFEib5UvD40aaRcwPn4cLlyAKlXUjkoIHYMHm0dHR9OqVSsaNGjAsGHDGDp0KF5eXrRu3VpmOBeiOErXrUevXurFIYqu3r2fbK9cqV4cQmTC4ETqww8/JC4ujlOnTnH79m3u3LnDyZMniYuLY9iwYfkRoxCiIEtLpDQa7XgWIfKaJFKiADO4a2/z5s1s3bqVGjVq6Mo8PDyYPXs27dq1y9PghBB5z+1TwybOzXTcSprz57VXUgG8/DI4Oz9HZEJkoVIlqFsXjh6FgwfhyhVwdVU7KiGAXLRIpaamYmqaccZiU1NTUlNT8yQoIUQhsXr1k23p1hP5KX2rVPruZCFUZnAi1apVK4YPH87169d1ZdeuXWPkyJG0bt06T4MTQhRw6X/QevZULw5R9En3niigDE6kZs2axb1793Bzc6Ny5cpUqVIFd3d37t27x//+97/8iFEIURBdu6a9kgq0l6VXrqxuPKJoq1FDewPYtw/Sra4hhJoMHiNVoUIF/v33X4KDgzlz5gyKouDh4UGbNm3yIz4hREH1eEkYQLr1xIvRuzd8+aV27rLVq+GDD9SOSAjDEqnk5GQsLCw4evQobdu2pW3btvkVlxCioEvfvSKJlHgR0hIp0L7/JJESBYBBXXsmJia4urqSkpKSX/EIIQqDGzcgJES7XaUKeHqqG48oHurU0V7BB9r3X0yMuvEIQS7GSI0fP54xY8Zw+/bt/IhHCFEYrFoFaVfp+vpq55ASIr9pNE8GnaekwNq16sYjBLkYI/XDDz9w4cIFXFxccHV1pUSJEnr3//vvv3kWnBCigPrzzyfbffqoF4cofnr3hhkztNsrV8I776gbjyj2DE6kunfvjkb+9ylE8RUV9aRbr2pVqFVL3XhE8dKggXb9vf/+g61b4e5dKFVK7ahEMWZw197EiRP5/PPPs7wZas6cObi7u2NhYYGXlxe7d+/Otn5ISAheXl5YWFhQqVIlfvzxxwx1Vq5ciYeHB+bm5nh4eLA6/aSBwK5du+jatSsuLi5oNBrWpL/66DE/Pz80Go3e7eWXXzb4+QlR5Kxcqb1qCrStUfIfK/EiGRk9ubghKQnWr1c3HlHs5TiRevDgAUOGDKFcuXI4ODjQr18/Yp5zoN/y5csZMWIE48aN48iRIzRt2pSOHTsSERGRaf3w8HA6depE06ZNOXLkCGPHjmXYsGGsTHf1UGhoKL6+vgwYMIBjx44xYMAA+vTpw4G0+W6A+Ph46tSpw6xZs7KNr0OHDkRGRupuQUFBz/V8hSgSpFtPqO3VV59sL1+uXhxCABpFSfuvZfY++eQT5syZQ//+/bGwsGDp0qW0aNGCFStW5PrkjRo1on79+sydO1dXVqNGDXr06MHUqVMz1B89ejTr1q0jLCxMV+bv78+xY8cIDQ0FwNfXl7i4ODZt2qSr06FDB+zs7Fi6dGmGY2o0GlavXk2PpxZb9fPz4+7du5m2VuVUXFwctra2xMbGYmNjk+vjCJGXDF1rLz2He7fYP8cPIxQulC5Pm3fnSouUyDPZruuYXmoqVKwI166RaGRCg6G/EWtpnTfHFgLDfr9z3CK1atUq5s+fz7x58/jhhx/YuHEja9asyfVUCImJiRw+fDjDQsft2rVj3759mT4mNDQ0Q/327dtz6NAhkpKSsq2T1TGzs3PnThwcHKhatSqDBg0iOjo62/oJCQnExcXp3YQoSjqe24cR2v97bazeVJIooQ4jI11rqFlqMu3PhaockCjOcpxIXb16laZNm+r2GzZsiImJid6ae4aIiYkhJSUFR0dHvXJHR0eioqIyfUxUVFSm9ZOTk3XdjFnVyeqYWenYsSN//PEH27dv55tvvuHgwYO0atWKhISELB8zdepUbG1tdbcKFSoYdE4hCrrOZ56MYdxQ/RUVIxHF3uuv6za7hu1SMRBR3OU4kUpJScHMzEyvzMTEhOTk5OcK4OkrABVFyfaqwMzqP11u6DEz4+vrS+fOnfH09KRr165s2rSJc+fOsXFj1t0iY8aMITY2Vne7evWqQecUoiBzvBdDw/9OA3DOviLny7qqHJEo1ho0IMJW+5/mxhHHsY+/q248otjK8fQHiqLg5+eHubm5ruzRo0f4+/vrzSW1Kv1q8NkoU6YMxsbGGVqKoqOjM7QopXFycsq0vomJCfb29tnWyeqYOeXs7Iyrqyvnz5/Pso65ubne6yNEUdLp7F7ddlD1JipGIgSg0bChRlM+2P8XxkoqHc/u5ff6Mg5KvHg5bpEaOHAgDg4Oel1Xb7zxBi4uLnplOWVmZoaXlxfBwcF65cHBwTRu3DjTx/j4+GSov2XLFry9vTE1Nc22TlbHzKlbt25x9epVnJ2dn+s4QhRWnc/s0W1vrCbdekJ962s00213PZP91DlC5Jcct0j9+uuveX7ygIAABgwYgLe3Nz4+PsybN4+IiAj8/f0BbVfZtWvXWLx4MaC9Qm/WrFkEBAQwaNAgQkNDmT9/vt7VeMOHD6dZs2YEBgbSvXt31q5dy9atW9mz58mPwP3797lw4YJuPzw8nKNHj1K6dGkqVqzI/fv3mThxIr1798bZ2ZnLly8zduxYypQpQ8+ePfP8dRCioHOOu4n3Ne3VsmfLSLeeKBjCyrpzoXR5qtz+jwZXT+EUF0OUTRm1wxLFjMETcuYlX19fZs6cyeTJk6lbty67du0iKCgIV1ftl3RkZKTenFLu7u4EBQWxc+dO6tatyxdffMEPP/xA77S1l4DGjRuzbNkyfv31V2rXrs3ChQtZvnw5jRo10tU5dOgQ9erVo169eoA2oatXrx6fffYZAMbGxpw4cYLu3btTtWpVBg4cSNWqVQkNDcXaOvtLbIUoitIPMg+S1ihRUDzu3gMwQqHz2T3PeIAQeS/H80gJw8k8UqIgys08UhsWDsfzxkUAWg76ifDS5fI6LCEMnuvJ7dONVI65yrb5gwE44lyNnm9+kyfHFsVbvswjJYQonirHXNUlUcecXpIkShQoF8tUIKysGwD1Is9S/q5hU90I8bwkkRJCZKvH6Z267bUeLVSLQ4isyKBzoSZJpIQQWVMUuj9OpFI0Rqyv0TT7+kKoQC+Rksk5xQsmiZQQIkv1r5+hYuwNAPZVrM3NkqVVjkiIjK6WcuKoc1UAPKLDeenmFZUjEsWJJFJCiCx1T9+tV7OFanEI8Sxr0nU79zy9Q71ARLEjiZQQIlMmKcm6STgfmZixuerzTWorRH5aX6MZyRrtT1r3UyFolFSVIxLFhSRSQohMvXL5KGUexAKwtXJD7ptbqRyREFm7VaIUu9zrA1Du3k1ejjipckSiuMjxzOZCiOJFuvXEi5abOc7SW12zJa0uHQKg56nthLrWzouwhMiWtEgJITKwTHxEu/P7AYg1L0GIu5fKEQnxbFteepl7ZpYAdDy7F4ukRypHJIoDSaSEEBm0vXCAEo9/hDZWf4VEE1OVIxLi2RJMzdlUrQkA1okPaXv+gMoRieJAEikhRAa9Tm7XbcsknKIwWV2zlW675ym5ek/kP0mkhBB6HO/F0PTyEQCu2jryT4WaKkckRM7tr+jJNeuyADQL/5cy8XdUjkgUdZJICSH09Dy1E+PHl46v9GyFopGvCVF4KBoj1tZsDoCJkioznYt8J9+QQognFIVXT2zV7a70bK1iMELkzqp03Xs9Tu1ULxBRLEgiJYTQqRt5jiq3/wNgfwVPrpZyUjkiIQx3oUxFTjhWBqBO1HmqxESoHJEoyiSREkLopG+N+qtWGxUjEeL5rPJ80ir1Wrr3tRB5TRIpIQQA5smJdHs8niTe1IKgx5eRC1EYrfFoQaKRds7pXie3Q1KSyhGJokoSKSEEAG3P78cmIR6ATdWa8ODxxIZCFEZ3rGzZ8tLLAJR9cBc2Pt+s6UJkRRIpIQSg3/3xVy0ZZC4KvxW12z7ZmT9fvUBEkSaJlBACx3sxvHL5KKCdO+pABU91AxIiD+x2q6ubU4qgILh+Xd2ARJEkiZQQgldPbNPNHbWqpswdJYqGVCPjJ62rqamweLG6AYkiSb4thSjmNEoqfY/9DUAqGv5M3x0iRCGnd/XpggWgKOoFI4okSaSEKOaahh+hfFw0ACGV6nPN1kHliITIO1dLObHXtbZ25/x52LNH3YBEkSOJlBDFXFprFMDSOh1UjESI/PFnLRl0LvKPJFJCFGNl79+mzYUDANwoWZrtlRuoHJEQeW9z1cZga6vd+fNPuHtX1XhE0SKJlBDF2GsntmKamgJo/9eebGyickRC5L0EU3N44w3tzsOHMuhc5ClJpIQopjRKKq+nG2S+XAaZi6Js8OAn2z/+KIPORZ6RREqIYuqVy0epGHsDgN3u9fhPFigWRVnNmtC0qXY7LAxCQtSNRxQZkkgJUUz1PbpZt71EBpmL4uDpVikh8oAkUkIUQ2Xv36bt40HmN0uUYluVhipHJMQL0KsXlH080/mqVXDjhrrxiCJB9URqzpw5uLu7Y2FhgZeXF7t37862fkhICF5eXlhYWFCpUiV+zOR/FStXrsTDwwNzc3M8PDxYvXq13v27du2ia9euuLi4oNFoWLNmTYZjKIrCxIkTcXFxwdLSkhYtWnDq1Knneq5CFBT9j26SQeai+DE3h3fe0W4nJclUCCJPqJpILV++nBEjRjBu3DiOHDlC06ZN6dixIxEREZnWDw8Pp1OnTjRt2pQjR44wduxYhg0bxsqVK3V1QkND8fX1ZcCAARw7dowBAwbQp08fDhw4oKsTHx9PnTp1mDVrVpaxTZ8+nW+//ZZZs2Zx8OBBnJycaNu2Lffu3cu7F0AIFZimJNHvcbdessaI3+t1UjkiIV6g998HjUa7/dNPkJKibjyi0NMoinqXLjRq1Ij69eszd+5cXVmNGjXo0aMHU6dOzVB/9OjRrFu3jrCwMF2Zv78/x44dIzQ0FABfX1/i4uLYtGmTrk6HDh2ws7Nj6dKlGY6p0WhYvXo1PXr00JUpioKLiwsjRoxg9OjRACQkJODo6EhgYCDvv/9+jp5fXFwctra2xMbGYmNjk6PHCJHfhnX7hB/Wfw1AUNXGfNBzrMoRCfFiLVgxkVaXDgHwdu/P2J5J1/blaZ1fdFiiADHk91u1FqnExEQOHz5Mu3bt9MrbtWvHvn37Mn1MaGhohvrt27fn0KFDJCUlZVsnq2NmJjw8nKioKL3jmJub07x582yPk5CQQFxcnN5NiILG7/B63fYir64qRiKEOtK3wr7570YVIxFFgWqJVExMDCkpKTg6OuqVOzo6EhUVleljoqKiMq2fnJxMTExMtnWyOmZW50l7nCHHmTp1Kra2trpbhQoVcnxOIV6IQ4eof/0sAGFl3ThQwVPlgIR48XZW8uKqrfb7vUX4YSrfuqpyRKIwU32wuSatr/oxRVEylD2r/tPlhh4zr2IbM2YMsbGxutvVq/LhFAXM//6n21xUv8uTsSJCFCOpRsYsrN9Ft//WoXUqRiMKO9Uu1SlTpgzGxsYZWniio6MztASlcXJyyrS+iYkJ9vb22dbJ6phZnQe0LVPOzs45Po65uTnm5uY5Po8QL1R0NCxbBkCseQnWerRQNx4hVPRnnXaM3LuEkokP6X1yOzOavUmspbXufrdPDevykzFVxZdqLVJmZmZ4eXkRHBysVx4cHEzjxo0zfYyPj0+G+lu2bMHb2xtTU9Ns62R1zMy4u7vj5OSkd5zExERCQkIMOo4QBcrPP0NiIgDLa7fjoZmFygEJoZ575iVYUasNAJbJCfQ7tvkZjxAic6p27QUEBPDLL7+wYMECwsLCGDlyJBEREfj7+wParrI333xTV9/f358rV64QEBBAWFgYCxYsYP78+Xz88ce6OsOHD2fLli0EBgZy5swZAgMD2bp1KyNGjNDVuX//PkePHuXo0aOAdnD50aNHddMuaDQaRowYwZQpU1i9ejUnT57Ez88PKysr+vXrl/8vjBB5LTERHl8dm4qG3+rL/56F+NWrG6lou7ffPLwBk5RklSMShZGqs/D5+vpy69YtJk+eTGRkJJ6engQFBeHq6gpAZGSk3pxS7u7uBAUFMXLkSGbPno2Liws//PADvXv31tVp3Lgxy5YtY/z48UyYMIHKlSuzfPlyGjVqpKtz6NAhWrZsqdsPCAgAYODAgSxcuBCAUaNG8fDhQz744APu3LlDo0aN2LJlC9bWT5p+hSg0li2Da9cA2PpSI67KunpCEGHnzNaXGtHu/H6c79+i09m9rPNornZYopBRdR6pok7mkRIFgqJAnTpw4gQAr/YP5FD5mioHJUTB8HLEcZYt1c6ldtT5JXoM+DZXF2HIGKmipVDMIyWEeEG2bNElUbz8MofKeagbjxAFyP4KtTjlUAmAupHnqX/tjMoRicJGEikhiroZM55sf/KJTHkgRHoaDQu8u+t23zu4SsVgRGEkiZQQRdm//8K2bdrtKlWge/fs6wtRDK2v0YyokqUB6HAulMoxMgegyDlJpIQoyr755sl2QAAYG6sXixAFVKKJKb806KHbH3zgL/WCEYWOJFJCFFVXrsDy5drtMmVg4EB14xGiAFtapwN3LUoC0P30TlziolWOSBQWkkgJUVQFBkJKinZ7yBCwslI3HiEKsHhzK+2ySYBpagqD/lmtckSisJBESoii6No1mD9fu12yJAwbpm48QhQCC7268sBUu8zX68e2UPpBrMoRicJAEikhiqIZM3TLwTBkCJQurW48QhQCd6xsWVa7PaBdNmbg4fUqRyQKA0mkhChqbtyAn37SbltaageZCyFy5JeGPUgy0l6U8dbh9dg8uq9yRKKgk0RKiKLmm2/g0SPttr8/ODioG48Qhch1GwdW1WwFgE1CPG8fWqtyRKKgk0RKiKIkJgbmzNFum5tDugW9hRA587/GvrpWqbcPrpVWKZEtSaSEKEq++w7i47Xb77wDLi7qxiNEIfRfKSdW1GoDgE3iA96VK/hENiSREqKouHEDvv9eu21qCqNHqxuPEIXYbB9fEo1MAHj78DpKPYxTOSJRUEkiJURRMXXqk9ao99+HihXVjUeIQuyarQN/1m4LQMnEhzKvlMiSJFJCFAVXrsDcudptS0sYN07deIQoAmb79CHBWNsq5Xd4vcwrJTIliZQQRcHkyU/mjRo+HJyc1I1HiCIg0qYsy+po55UqkfSID/ctUzkiURBJIiVEYXf2LCxcqN22tYVRo1QNR4iiZJaPr2628/5HNlHxTqTKEYmCRhIpIQq7CRMgNVW7PWoU2NmpG48QRcjNkqX5xbsHAGapyXyya7G6AYkCRxIpIQqz/fthxQrttoODrKknRD6Y16g3MVa2AHQ9s5vakedUjkgUJJJICVFYKQqMGPFk//PPtQsUCyHy1H1zK35o/Lpuf+yOBdrPnxBIIiVE4bV0KRw4oN328ID33lM3HiGKsKV1OxBu5wzAy1dP0vLSIZUjEgWFJFJCFEYPHsCnnz7Z/+YbMDFRLx4hirgkY1NmNBuo2x+//RdMU5JUjEgUFJJICVEYffstXL2q3e7QQXsTQuSroGpNOFSuBgCVb1/jrUPrVI5IFATyX1ghCpvr12HaNO22sTFtynXjwqcb1Y1JiOJAo+HzNu+zftFIjFAYtm8ZazxaEG1tr3ZkQkXSIiVEYfPRR3pLwVwoI0vBCPGinHKqwtK62kk6SyY+5NOQheoGJFQniZQQhUlwMCx7PLuyvT1MmqRuPEIUQzOavcldC+0Vsr1O7cDrv9MqRyTUJImUEIXFo0fwwQdP9qdPhzJl1ItHiGLqrqUNXzcdoNufHPwjJCerGJFQkyRSQhQWgYFw4YJ2+5VXwM9P1XCEKM6W1O3AaQd3AGpGX4LvvlM5IqEWSaSEKAzOn4cpU7TbJiYwdy4YycdXCLWkGhkztv1QUtFoCz777Ml/dESxIt/EQhR0qanw/vuQmKjdHzkSPD3VjUkIwVGXaiz06qrdefRI+zmVGc+LHdUTqTlz5uDu7o6FhQVeXl7s3r072/ohISF4eXlhYWFBpUqV+PHHHzPUWblyJR4eHpibm+Ph4cHq1asNPq+fnx8ajUbv9vLLLz/fkxUiN378EXbs0G5XrKj9n68QokD4utkA/rMpq93Zvh0WLlQ1HvHiqTqP1PLlyxkxYgRz5syhSZMm/PTTT3Ts2JHTp09TsWLGS7rDw8Pp1KkTgwYN4vfff2fv3r188MEHlC1blt69ewMQGhqKr68vX3zxBT179mT16tX06dOHPXv20KhRI4PO26FDB3799VfdvpmZWT6/IkI85dIl+OSTJ/vz58t6ekIUIA/MLBnfbggL/5qoLfjoI+jYEZycsn2cm4Fzv12e1jmXEYr8plEU9dohGzVqRP369Zk7d66urEaNGvTo0YOpU6dmqD969GjWrVtHWFiYrszf359jx44RGhoKgK+vL3FxcWzatElXp0OHDtjZ2bF06dIcn9fPz4+7d++yZs2aXD+/uLg4bG1tiY2NxcbGJtfHEcVUaiq0agUhIdr999/Xtk49xdAvZCFE3rv831L44w/tTqdOsGEDaDRZ1pdEqmAz5Pdbta69xMREDh8+TLt27fTK27Vrx759+zJ9TGhoaIb67du359ChQyQlJWVbJ+2Yhpx3586dODg4ULVqVQYNGkR0dHS2zykhIYG4uDi9mxC5NmfOkyTK1RVmzFA3HiFE1mbOBEdH7XZQEPz0k6rhiBdHtUQqJiaGlJQUHNPeeI85OjoSFRWV6WOioqIyrZ+cnExMTEy2ddKOmdPzduzYkT/++IPt27fzzTffcPDgQVq1akVCQkKWz2nq1KnY2trqbhUqVHjGqyBEFsLCYPToJ/vz54O1tXrxCCGyV6YMLFjwZD8gAM6eVS8e8cKovtae5qmmT0VRMpQ9q/7T5Tk55rPq+Pr66rY9PT3x9vbG1dWVjRs30qtXr0xjGzNmDAEBAbr9uLg4SaaE4R49gtdfhwcPtPuDB0Pr1urGJITIVlpX3Rf1OjHgSBA8fMixFl3p/cYMko1V/6kV+Ui1FqkyZcpgbGycofUpOjo6Q2tRGicnp0zrm5iYYG9vn22dtGPm5rwAzs7OuLq6cv78+SzrmJubY2Njo3cTwmAffwzHj2u3PTzg66/VjUcIkWNftXybi6XLAVAn6jwj9i5ROSKR31RLpMzMzPDy8iI4OFivPDg4mMaNG2f6GB8fnwz1t2zZgre3N6amptnWSTtmbs4LcOvWLa5evYqzs3POnqAQubFmDcyerd22sIDly8HKStWQhBA598jUghFdPibJyBiAoaF/0uLiIZWjEvlJ1XmkAgIC+OWXX1iwYAFhYWGMHDmSiIgI/P39AW1X2Ztvvqmr7+/vz5UrVwgICCAsLIwFCxYwf/58Pv74Y12d4cOHs2XLFgIDAzlz5gyBgYFs3bqVESNG5Pi89+/f5+OPPyY0NJTLly+zc+dOunbtSpkyZejZs+eLeXFE8RMRAW+//WR/5kyZeFOIQuiE80vMaPbkt+u7Dd9QLjb7i5VE4aVqx62vry+3bt1i8uTJREZG4unpSVBQEK6urgBERkYSERGhq+/u7k5QUBAjR45k9uzZuLi48MMPP+jmkAJo3Lgxy5YtY/z48UyYMIHKlSuzfPly3RxSOTmvsbExJ06cYPHixdy9exdnZ2datmzJ8uXLsZYBvyI/PHwIvXrBnTsABFVtzAeXyoFMbSBEoTSvYS+8r4XR7vx+7B7dY/baqfTpN51EE1O1QxN5TNV5pIo6mUdK5IiiaBcgXrwYgCulnOg6cCZxFjLxphCFmc2j+6xfNALXu9oxuYvrdeazdoNzdSyZR+rFKhTzSAkhHvvf/3RJFCVK8F6v8ZJECVEExFmU5IMeY0gw1rZCvXlkI/2ObnrGo0RhI4mUEGratk0730yaX3/lbFk31cIRQuStU46VGZ+uFWrylrk0uXxUvYBEnpNESgi1nDypHReVkqLdHz0aXntN3ZiEEHluRe12zGugvVDJREll7pqpVL51VeWoRF6RREoINVy/rl2PK20ZoW7d4Kuv1I1JCJFvprXwY2vlBgDYJMQz/6/J2D2IVTkqkRckkRLiRYuLgy5d4Orj/5F6e8OSJWBsrG5cQoh8k2pkzPCunxD2uOve7W4kC1dMpGTCA3UDE89NEikhXqT4eG0SdeSIdt/NTbtKfIkSqoYlhMh/8eZWvPPqZ9woWRrQznz+86ovME9OVDky8TwkkRLiRXn0CHr2hN27tfv29tpV4rNZmkgIUbRct3HgjT5fcMdCOyehT8QJZq0NxCQlWeXIRG5JIiXEi5CUBH36QNrSRDY28PffUKOGunEJIV6482Vd8XttIvfNLAFoe+EA3278VpKpQkoSKSHyW0IC+PrC+vXa/RIlYNMm8PJSNy4hhGqOuVRjUK/xJBhrFxjpFraLWesCMU1JUjkyYShJpITIT/Hx0LUrrF6t3Tc3h3XrIJsFsoUQxUOoax38e47TJVMdzoXy4+opMmaqkJElYvKRLBFTzN29C507w759ADwwNee9nuPZ415P3biEEAVK0/B/mbfqKyyTEwDY7VqXwT3Hct/cSldHloh5sWSJGCHUdvUqNG+uS6LizEvwRp8vJYkSQmSw270+fq9NJN7UAoCmV46y4o9ROMXFqByZyAlJpITIawcPQsOGcPy4dr9sWV7vO5V/y8vAciFE5g5UrMUA3y+4+3idzRo3L7PmtwA8blxSOTLxLJJICZGX/voLmjWDKO1q71SuDLt3c9qxkrpxCSEKvH/L1aDXG18TYaudEsXp/m3+XDKatuf3qxyZyI6MkcpHMkaq6HL7dKPevklKMh/t/p3BB/7SlR0oXxP/nmO5Y2X7osMTQhRi9vF3+WXlF9SLPPuk8NNP4YsvwMREvcCKERkjJcQL5HgvhiXLxuolUX95tmaA75eSRAkhDHarRCn69v2KDdWbPimcNg3at4foaPUCE5mSREqI59Dqwj8E/TqMhv+dBiDJyJgvWr3Lx51GkGhiqnJ0QojC6pGpBUO7jeKLlu+QrHn8U719O9SuDRs3Zv9g8UJJIiVELtg8us/XG79jwcrJ2D+MA+A/m7L06RfI/AY9QKNRN0AhROGn0TC/YU/69p0CTk7ashs3tOt1vv8+3L+vbnwCkERKCMMFBfH3/CG8enKbrii4SkM6+/3AkXLVVQxMCFEUHazgqV3ovFOnJ4Xz5mlbpzZvVi8wAUgiJUTOXb6sXXS4c2ec798CIM7Mik86DmNQrwnEWlqrG58QouhycoING7QJVIkS2rLwcOjYEV57Da5dUze+YkwSKSGeJT4eJk/WLjC8Zo2ueJdbPdq/M5sVtdtJV54QIv9pNDBoEBw7Bi1aPCn/6y+oXh2++kr7fSVeKEmkhMhKQgL873/auaA+/xwePdKWOzkxsnMAb/aZTKRNWXVjFEIUP5UraweeL14MZR9/B92/D+PHw0svwc8/Q3KyujEWI5JICfG0hAT45ReoWhWGDdMO7gQwNoaAADh7ltWeraQVSgihHo0GBgyAs2dh8GDt9xNAZCS89562hernn7XfZyJfSSIlRJrbt2HKFHBz0zafR0Q8ue/VV+HECfjmG5DJVYUQBYWdHcyZAydPQo8eT8ovXtQmVJUqab+34uJUC7Gok0RKFG+KAocPa/9HV6ECjBv3ZHkX0A7kPHwYVqzQjpESQoiCqHp1WL0a9uyB1q2flF+/Dh9/DC4u2ikTjhxRL8YiShIpUTzdvAmzZkH9+uDtDT/+CA8eaO8zMoLevSE0FIKCtHWEEKIwaNIEtm6FAwf0W6ji47VX/NWvD40aab//0oYtiOciiZQoPqKj4aefoE0bcHaGDz+Eo0ef3F+ihLbs/HntVTAvv6xaqEII8VwaNtS2UJ06Bf7+ULLkk/v++Uf7XefiAu3awa+/QkyMerEWcrJocT6SRYvV4/bpRoxSU6gddYGm4f/SLPwI9a+fwVhJzVD3iHM1ltVpx4bqTYk3t1IhWiGEyN7laZ0Nqv/0wuolEh7Q4/RO3jgSRI2blzPUT9EYcdS5KtsrN2BH5QacdnDP9oIaQ+MpbAz5/ZZlpEXRkZCgbWEKDWXO6hU0jjhOqUeZL6FwpZQTm6o1YVXNlpwr6/ZCwxRCiBct3tyKP+p14o+6Hal+8zLdwkLoGrabCrHa7j1jJRWv62fwun6GT3b/xi1LGw5WqMk/5T35p0JNwhzcSTEyVvlZFEySSInC6dEjOH1aeyXdsWOwfz/8+6/uUt9OmTzkYunybK7qQ1C1JpxyrCzTFwghih+NhjMO7pxxcGd6s4HUv36GdudCaXXxEFVvPblS2f5hHB3OhdLhXCgA980sOe3gzinHypx0rALHK2gvwDGVxdlV79qbM2cOM2bMIDIykpo1azJz5kyaNm2aZf2QkBACAgI4deoULi4ujBo1Cn9/f706K1euZMKECVy8eJHKlSvz1Vdf0bNnT4POqygKkyZNYt68edy5c4dGjRoxe/ZsatasmePnJl17zyk1VXvFyaVL2tvFi3DmjDZ5On9ee3827lqUZI9rXXa712OPWz2u2Tq8oMCFECJvPW/XXk6UvxtFi0uHaR5+mIZXT2Gb8IxZ0s3MoEoVqFZNe6teXftvpUraiUIL8X9WC03X3vLlyxkxYgRz5syhSZMm/PTTT3Ts2JHTp09TsWLFDPXDw8Pp1KkTgwYN4vfff2fv3r188MEHlC1blt69ewMQGhqKr68vX3zxBT179mT16tX06dOHPXv20KhRoxyfd/r06Xz77bcsXLiQqlWr8uWXX9K2bVvOnj2LtXXBWFPNkA9KgerPTk2ldsAK7B7GUTb+Do73buMQfxuH+3dwuH8Lh/t3cL4XQ4XYG5inJOX4sOF2zvzrUp0j5Wrwr0t1zpR1JVWaooUQIkf+K+XE7/U783v9zmiUVKrGRNDw6kkaRZykbuQ5ysdF6z8gMVHbM3D6dIZjJRibct2mDJHWZbluU5ZXe/hAuXLaBCv9rXRp7ZXShZiqLVKNGjWifv36zJ07V1dWo0YNevTowdSpUzPUHz16NOvWrSMsLExX5u/vz7FjxwgN1TY/+vr6EhcXx6ZNm3R1OnTogJ2dHUuXLs3ReRVFwcXFhREjRjB69GgAEhIScHR0JDAwkPfffz9Hzy+/W6RUSaTCw7VLEcTHa28PHmTcTl925472dvv2k39jY7XzN+VSgrEp58tU5GxZV86UceNcWVdOOFXhtpVt3jxHIYQoYF5Ei9SzlHoYR80bl6h54yKeNy5S7eZl3O5cxzzlOZajMTICe3vtzdZWO+FxVjcrK+3N0lL/35IltRMp56FC0SKVmJjI4cOH+fTTT/XK27Vrx759+zJ9TGhoKO3atdMra9++PfPnzycpKQlTU1NCQ0MZOXJkhjozZ87M8XnDw8OJiorSO5e5uTnNmzdn3759OU6kiqT69eHu3Xw/zSMTMyJsnbhi58RVWyciSjlxxc6ZiFJOXLZzkUGPQgjxgt21tGGvW132utXVlRmlplA+NppKt/+j8u1ruN++Rrm4aJzjYnCJu4lN4oPsD5qaqp3X7+bN3Afm7KwdBqIS1RKpmJgYUlJScHR01Ct3dHQkKv3M0ulERUVlWj85OZmYmBicnZ2zrJN2zJycN+3fzOpcuXIly+eUkJBAQrp1jWJjYwFtZpsfUhOe8QZNJ89isLTMXSKl0UCpUtrlDEqVYs+tFOLMSxBTohQ3S5TippUdN0vacbOE9nbPvETW/etJsnaUEKJ4MfQ73JDfh+eRCly2suWylS3by2ccQ1wi4QFO92JY28NNOwHozZvaOavSbrduaf+9fVvbi5Eb5uZ5vgRO2uudk0471a/a0zz1Y6koSoayZ9V/ujwnx8yrOulNnTqVSZMmZSivUKFClo95UWxnqhyAojzp5hNCCGEQ1b/Dn8MZwPb3fDzB5cvabsF8cO/ePWyfcWzVEqkyZcpgbGycofUpOjo6Q0tQGicnp0zrm5iYYG9vn22dtGPm5LxOTk6AtmXK2dk5R7EBjBkzhoCAAN1+amoqt2/fxt7ePtsErDCJi4ujQoUKXL16tchfiVhcnqs8z6KnuDxXeZ5FT0F5roqicO/ePVxcXJ5ZV7VEyszMDC8vL4KDg/WmJggODqZ79+6ZPsbHx4f169frlW3ZsgVvb29MH89l4ePjQ3BwsN44qS1bttC4ceMcn9fd3R0nJyeCg4OpV68eoB1bFRISQmBgYJbPydzcHHNzc72yUqVKPeulKJRsbGyK/Ac6TXF5rvI8i57i8lzleRY9BeG5PqslKo2qXXsBAQEMGDAAb29vfHx8mDdvHhEREbp5ocaMGcO1a9dYvHgxoL1Cb9asWQQEBDBo0CBCQ0OZP3++7mo8gOHDh9OsWTMCAwPp3r07a9euZevWrezZsyfH59VoNIwYMYIpU6bw0ksv8dJLLzFlyhSsrKzo16/fC3yFhBBCCFGQqZpI+fr6cuvWLSZPnsz/27v7mKrqPw7g74s8KA8Ragg35UHAfADUoJKHZQapDG1N57KZ4MzWLUFMFqBIsFZdWjMnzShRjKbbZYWoJYYwBVtlGg9x0SIKhDAYPXDNUkHg8/ujcX5dkX54fyJyeL+2s8H3+9253/e9XPa559zzPa2trfD390dRURE8PT0BAK2trWhu/u9Kq97e3igqKsKLL76InTt3QqvVIisrS1lDCgBCQ0NhMBiwdetWpKWlwcfHB/n5+coaUoN5XABISkrClStX8MILLygLch47duyOWUOKiIiI7gBCdBOuXr0q6enpcvXq1eGeypAbLVmZU31GS1bmVJ+RmHXYbxFDRERENFKN7HXZiYiIiIYRCykiIiIiC7GQIiIiIrIQCykiIiIiC7GQopvyzjvvwNvbG2PHjkVQUBA+++yz4Z7STTl58iSWLl0KrVYLjUaDgwcPmvWLCDIyMqDVajFu3Dg88sgjOHv2rNmYzs5OxMfHY+LEiXBwcMDjjz+OlpaW25jif9Pr9XjggQfg5OQEV1dXPPHEE6irqzMbo4as2dnZCAwMVBbvCwkJwdGjR5V+NWS8Eb1er6x310ctWTMyMqDRaMy2vrtNAOrJCQAXLlzA008/jQkTJsDe3h5z5sxBRUWF0q+WrF5eXv1eU41Gg/Xr1wNQQc5hu16QRhyDwSA2NjaSk5Mj586dk4SEBHFwcJCmpqbhntqgFRUVSWpqqhQUFAgAKSwsNOvPzMwUJycnKSgoEKPRKE8++aS4u7vLH3/8oYzR6XRy7733SklJiVRWVsqCBQtk9uzZ0t3dfZvTDGzRokWyd+9eqa2tlerqaomOjhYPDw/5888/lTFqyHr48GE5cuSI1NXVSV1dnWzZskVsbGyktrZWRNSR8XqnT58WLy8vCQwMlISEBKVdLVnT09Nl1qxZ0traqmzt7e1Kv1py/v777+Lp6Slr1qyRr776ShobG6W0tFR++OEHZYxasra3t5u9niUlJQJATpw4ISIjPycLKRq0Bx98UHQ6nVnb9OnTJSUlZZhm9P+5vpDq7e0VNzc3yczMVNquXr0qzs7O8u6774qIiMlkEhsbGzEYDMqYCxcuiJWVlXz66ae3be43q729XQBIeXm5iKg7q4uLi+zevVuVGS9duiR+fn5SUlIi8+fPVwopNWVNT0+X2bNn37BPTTmTk5MlPDx8wH41Zb1eQkKC+Pj4SG9vrypy8tQeDUpXVxcqKiqwcOFCs/aFCxfiiy++GKZZ3VqNjY1oa2szy2hnZ4f58+crGSsqKnDt2jWzMVqtFv7+/nf083Dx4kUAwPjx4wGoM2tPTw8MBgP++usvhISEqDLj+vXrER0djcjISLN2tWWtr6+HVquFt7c3Vq5ciYaGBgDqynn48GEEBwdjxYoVcHV1xdy5c5GTk6P0qynrP3V1dWHfvn1Yu3YtNBqNKnKykKJB+fXXX9HT04NJkyaZtU+aNAltbW3DNKtbqy/Hv2Vsa2uDra0tXFxcBhxzpxERbNq0CeHh4fD39wegrqxGoxGOjo6ws7ODTqdDYWEhZs6cqaqMAGAwGFBZWQm9Xt+vT01ZH3roIXzwwQcoLi5GTk4O2traEBoait9++01VORsaGpCdnQ0/Pz8UFxdDp9Nhw4YNyr1l1ZT1nw4ePAiTyYQ1a9YAUEfOYb3XHo08Go3G7HcR6dc20lmS8U5+HuLi4lBTU2N24+4+ash63333obq6GiaTCQUFBYiNjUV5ebnSr4aMP/30ExISEnDs2DGMHTt2wHFqyBoVFaX8HBAQgJCQEPj4+CAvLw/z5s0DoI6cvb29CA4Oxuuvvw4AmDt3Ls6ePYvs7GzExMQo49SQ9Z/27NmDqKgoaLVas/aRnJNHpGhQJk6ciDFjxvSr/tvb2/t9khip+q4M+reMbm5u6OrqQkdHx4Bj7iTx8fE4fPgwTpw4gcmTJyvtaspqa2sLX19fBAcHQ6/XY/bs2dixY4eqMlZUVKC9vR1BQUGwtraGtbU1ysvLkZWVBWtra2Wuash6PQcHBwQEBKC+vl5Vr6m7uztmzpxp1jZjxgw0NzcDUNd7tE9TUxNKS0uxbt06pU0NOVlI0aDY2toiKCgIJSUlZu0lJSUIDQ0dplndWt7e3nBzczPL2NXVhfLyciVjUFAQbGxszMa0traitrb2jnoeRARxcXE4cOAAjh8/Dm9vb7N+NWW9noigs7NTVRkjIiJgNBpRXV2tbMHBwVi1ahWqq6sxdepU1WS9XmdnJ7799lu4u7ur6jUNCwvrtyTJ999/D09PTwDqfI/u3bsXrq6uiI6OVtpUkfN2f7udRq6+5Q/27Nkj586dk40bN4qDg4OcP39+uKc2aJcuXZKqqiqpqqoSAPLWW29JVVWVsoRDZmamODs7y4EDB8RoNMpTTz11w8twJ0+eLKWlpVJZWSmPPvroHXMZbp/nn39enJ2dpayszOyy48uXLytj1JB18+bNcvLkSWlsbJSamhrZsmWLWFlZybFjx0REHRkH8s+r9kTUkzUxMVHKysqkoaFBTp06JUuWLBEnJyfl/4xacp4+fVqsra3ltddek/r6etm/f7/Y29vLvn37lDFqySoi0tPTIx4eHpKcnNyvb6TnZCFFN2Xnzp3i6ekptra2cv/99yuX048UJ06cEAD9ttjYWBH5+5Lj9PR0cXNzEzs7O3n44YfFaDSa7ePKlSsSFxcn48ePl3HjxsmSJUukubl5GNIM7EYZAcjevXuVMWrIunbtWuXv8Z577pGIiAiliBJRR8aBXF9IqSVr3xpCNjY2otVqZdmyZXL27FmlXy05RUQ+/vhj8ff3Fzs7O5k+fbrs2rXLrF9NWYuLiwWA1NXV9esb6Tk1IiLDciiMiIiIaITjd6SIiIiILMRCioiIiMhCLKSIiIiILMRCioiIiMhCLKSIiIiILMRCioiIiMhCLKSIiIiILMRCiohoiJWVlUGj0cBkMg33VIjoFmMhRUSjRk9PD0JDQ7F8+XKz9osXL2LKlCnYunXrkDxuaGgoWltb4ezsPCT7J6Lhw5XNiWhUqa+vx5w5c7Br1y6sWrUKABATE4NvvvkGZ86cga2t7TDPkIhGEh6RIqJRxc/PD3q9HvHx8fj5559x6NAhGAwG5OXlDVhEJScnY9q0abC3t8fUqVORlpaGa9euAQBEBJGRkVi8eDH6PpeaTCZ4eHggNTUVQP9Te01NTVi6dClcXFzg4OCAWbNmoaioaOjDE9EtZz3cEyAiut3i4+NRWFiImJgYGI1GvPzyy5gzZ86A452cnPD+++9Dq9XCaDTi2WefhZOTE5KSkqDRaJCXl4eAgABkZWUhISEBOp0OkyZNQkZGxg33t379enR1deHkyZNwcHDAuXPn4OjoODRhiWhI8dQeEY1K3333HWbMmIGAgABUVlbC2nrwnyvffPNN5Ofn4+uvv1baPvzwQ6xevRqbNm3Cjh07UFVVhWnTpgH4+4jUggUL0NHRgbvvvhuBgYFYvnw50tPTb3kuIrq9eGqPiEal3Nxc2Nvbo7GxES0tLQAAnU4HR0dHZevz0UcfITw8HG5ubnB0dERaWhqam5vN9rdixQosW7YMer0e27ZtU4qoG9mwYQNeffVVhIWFIT09HTU1NUMTkoiGHAspIhp1vvzyS2zfvh2HDh1CSEgInnnmGYgIXnnlFVRXVysbAJw6dQorV65EVFQUPvnkE1RVVSE1NRVdXV1m+7x8+TIqKiowZswY1NfX/+vjr1u3Dg0NDVi9ejWMRiOCg4Px9ttvD1VcIhpCLKSIaFS5cuUKYmNj8dxzzyEyMhK7d+/GmTNn8N5778HV1RW+vr7KBgCff/45PD09kZqaiuDgYPj5+aGpqanffhMTE2FlZYWjR48iKysLx48f/9d5TJkyBTqdDgcOHEBiYiJycnKGJC8RDS0WUkQ0qqSkpKC3txdvvPEGAMDDwwPbtm3DSy+9hPPnz/cb7+vri+bmZhgMBvz444/IyspCYWGh2ZgjR44gNzcX+/fvx2OPPYaUlBTExsaio6PjhnPYuHEjiouL0djYiMrKShw/fhwzZsy45VmJaOjxy+ZENGqUl5cjIiICZWVlCA8PN+tbtGgRuru7UVpaCo1GY9aXlJSE3NxcdHZ2Ijo6GvPmzUNGRgZMJhN++eUXBAQEICEhAZs3bwYAdHd3IywsDF5eXsjPz+/3ZfP4+HgcPXoULS0tuOuuu7B48WJs374dEyZMuG3PBRHdGiykiIiIiCzEU3tEREREFmIhRURERGQhFlJEREREFmIhRURERGQhFlJEREREFmIhRURERGQhFlJEREREFmIhRURERGQhFlJEREREFmIhRURERGQhFlJEREREFmIhRURERGSh/wBXFOq52Vx8FwAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.stats import norm\n",
    "%matplotlib inline\n",
    "\n",
    "# Normally distributed data\n",
    "mean = 360 #expected value\n",
    "std_dev = 100 #std\n",
    "norm_data = np.random.normal(mean,std_dev,1000)\n",
    "\n",
    "# Plotting a histogram of a normal distribution\n",
    "plt.hist(norm_data,bins=36,density=True,label='Histogram')\n",
    "\n",
    "# A probability density function for the standard normal distribution\n",
    "x = np.linspace(0,720,1000)#array of x-values\n",
    "pdf = norm.pdf(x,mean,std_dev)#Generate a probability density function\n",
    "\n",
    "# Plotting a probability density function\n",
    "plt.plot(x, pdf, 'r-', lw=2, label='Normal Distribution')\n",
    "\n",
    "plt.title('Normal Distribution and Standard Normal Distribution')\n",
    "plt.xlabel('X-axis')\n",
    "plt.ylabel('Probability density')\n",
    "plt.legend()#Create a legend with labels\n",
    "         \n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "44526f29-a00e-476d-a372-8150bc9e9ef4",
   "metadata": {
    "tags": []
   },
   "source": [
    "# 画出曲线\n",
    "请用随机数，生成一个不低于1000个数的噪声\n",
    "噪声平均在10，rms >= 3\n",
    "画出噪声起伏图\n",
    "请给出对仿真的数据均值，median,var,std"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "749d48b7-4f5c-4fb3-ad56-07a9044c49ca",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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J8gRBEARBEARBEATRwyGHHIKHHnqo3MXQQoI8QRAEQRAEQRAEUfVce+21SCQSuOeee7jjo0ePtgosN2PGDFx33XXFLl5RIUGeIAiCIAiCIAiC6BMMHDgQ9957L3bu3Bk5jb333rviI/aTIE8QBEEQBEEQBEEocV0XHelsr//nuq51WS+44ALst99+uPvuu5XXvPrqq/jMZz6Duro6HHLIIXjggQe486Jp/W233YaDDz4YdXV1GD58OH784x8XzqXTafziF7/AAQccgCFDhuD000/HpEmTrMttC+0jTxAEQRAEQRAEQSjpzORwzG/e6/V8F/32YgweYCeyplIp3HXXXfjmN7+JH//4xzjwwAO587NmzcJVV12F2267DVdffTU+/vhjXH/99dhzzz1x7bXXBtJ75ZVX8OCDD+KFF17AZz7zGTQ2NmLu3LmF89/97nexZs0avPDCCxg+fDhef/11XHLJJZg/fz6OOOKISM9tAgnyBEEQBEEQBEEQRJ/hK1/5Ck488UTceuuteOqpp7hzDz74IL7whS/glltuAQAceeSRWLRoEX7/+99LBfl169Zhv/32wwUXXIDa2locfPDBOO200wAAK1euxPPPP4+GhgYMHz4cAPDzn/8c7777Lp5++mncddddJXtGEuQJgiAIgiAIgiAMcV0X8xqaccS+Q621xdXKoNoUFv324rLkG5V7770X559/Pn72s59xx5csWYIrrriCO3bWWWfhoYceQi6XCwTF+/rXv46HHnoIhx12GC655BKMGjUKl19+OWpqajB79my4rosjjzySu6e7uxt77rln5LKb0D9aHkEQBEEQBEEQRBGYunI7vvnXabjqlANx35UnlLs4vUIikai6RYtzzjkHF198MX71q19xmnbXdZFIJLhrdb74Bx10EJYuXYpx48Zh/PjxuP766/H73/8eH3zwARzHQSqVwqxZswILAEOHDi3q84hU19sgCIIgCIIgCIIoIxubuwAAm3r+JSqXe+65ByeeeCKnMT/66KMxZcoU7rqPP/4YRx55pHKLukGDBuFLX/oSvvSlL+GHP/whjjrqKMyfPx8jR45ELpfDli1b8LnPfa6kzyJCgjxBEARBEARBEIQhnvY2QkB1opc57rjj8K1vfQuPPvpo4diNN96I008/HXfccQeuvvpqTJ06FY899hj++Mc/StN45plnkMvlcPrpp2Pw4MH45z//iUGDBmHEiBHYc8898a1vfQvXXHMNHnjgAYwcORLbtm3DxIkTcdxxx2HUqFElezbafo4gCIIgCIIgCMIQt/AvSfLVwB133MGZzp900kl46aWX8MILL+DYY4/Fb37zG/z2t7+VBroDgN122w1/+ctfcNZZZ+H444/HhAkT8O9//7vgA//000/jmmuuwc9+9jN8+tOfxpe+9CVMmzYNBx10UEmfizTyBEEQBEEQBEEQpvTIhI5T3mIQQZ555pnAsREjRqCrqwuO46ClpQUA8LWvfQ1f+9rXlOmsWbOm8PvLX/4yvvzlLyuvra2txe23347bb789arEjQRp5giAIgiAIgiAIQzxNPGnkiXJCgjxBEARBEARBEIQhnpW2Q3I8UUZIkCcIgiAIgiAIgjCk4CNP0e6IMkKCPEEQBEEQBEEQhCGe/E5yPFFOSJAnCIIgCIIgCIIwxPONd/q4JE8WB6WhWPVKgjxBEARBEARBEIQhBY18eYtRMmprawEAHR0dZS5J3ySdTgMAUqlUrHRo+zmCIAiCIAiCIAhDPAG+rwa7S6VS2G233bBlyxYAwODBg5FIJMpcqvg4joN0Oo2uri4kk+XRZzuOg61bt2Lw4MGoqYknipMgTxAEQRAEQRAEYYhnGt2XTc/3228/ACgI830B13XR2dmJQYMGlXVhIplM4uCDD45dBhLkCYIgCIIgCIIgDOkPwe4SiQT2339/7LPPPshkMuUuTlHIZDKYPHkyzjnnnIL7QDkYMGBAUSwCSJAnCIIgCIIgCIIwxNPE9/Vgd0DezD6uL3elkEqlkM1mMXDgwLIK8sWCgt0RBEEQBEEQBEEY4u8jX9ZiEP0cEuQJgiAIgiAIgiAM8QT4/qCRJyoXEuQJgiCqgBemr8MHy7aWuxgEQRAE0e8hjTxRCZCPPEEQRIWzeFMLbnptPgBgzT1fLHNpCIIgCKJ/U4ha32d3kieqAdLIEwRBVDiNLV3lLgJBEARBEAJ9dR95ojogQZ4gCKLCKd9OpwRBEARBiPjbz5EkT5QPEuQJgiAqnESCRHmCIAiCqBQ8k3qS44lyQoI8QRBEhUNiPEEQBEFUDhS1nqgESJAnCIKocEghTxAEQRCVgyv8SxDlgAR5giAIgiAIgiAIQ0gjT1QCJMgTBEFUOAkyricIgiCIioF85IlKgAR5giAIgiAIgiAIQ/yo9eUtB9G/IUG+H+K6Lhza+JIgqgbykScIgiCIysHbdo62nyPKCQny/ZAfPDsbFz74AdJZp9xFIQjCAFaOp0kDQRAEQZQX30e+vOUg+jdlFeQnT56Myy+/HMOHD0cikcDo0aO584lEQvrf73//e2WazzzzjPSerq6uEj9N9fDuwkas3NqO6at3lLsoBEGYwEjyNGkgCIIgiPLiDcUU7I4oJ2UV5Nvb23HCCSfgsccek57ftGkT99/f/vY3JBIJfO1rX9Omu8suuwTuHThwYCkegSAIolchjXw8OtJZXPCHD3DbmwvLXRSCIAiiSin4yJe3GEQ/p6acmV966aW49NJLlef3228/7u833ngDn//853HYYYdp000kEoF7CYIgqhU2aj1p5OPx+pwNWLGlDSu2tOG2L32m3MUhCIIgqhA/aj0NykT5KKsgb8PmzZvx9ttv4+9//3votW1tbRgxYgRyuRxOPPFE3HHHHRg5cqTy+u7ubnR3dxf+bmlpAQBkMhlkMpn4hS8hXvmilDOby1b88xHVT5w2SuTJ5bKF3+lMBgmXwptEJZPJMr8z0n8JotKgNkpUA/2pneZyOQB50/r+8Lx9hWpoozZlqxpB/u9//zuGDRuGr371q9rrjjrqKDzzzDM47rjj0NLSgocffhhnnXUW5s6diyOOOEJ6z913343bb789cHzs2LEYPHhwUcpfasaNG2dxdf61T582Hc1LaSWR6B3s2ijBsqIZ8L7bd955FwNSZS1OVbOgMQEgX4FjxozhzlEbJSodaqNENdAf2umy9UkASXR3pwNjCVH5VHIb7ejoML424VaITUgikcDrr7+OL3/5y9LzRx11FC688EI8+uijVuk6joOTTjoJ55xzDh555BHpNTKN/EEHHYRt27Zhl112scqvt8lkMhg3bhwuvPBC1NbWGt1zxC1jAQDPXHsyzjp8z1IWjyAitVGCZ/qaHfjWUzMBAHNvOR+DB1TNGmzF8dy0dbjtrSUAgOV3XASA2ihR+VAbJaqB/tROH5qwAo9PWoVdB9Vg5q/OL3dxCEOqoY22tLRgr732QnNzc6gcWhWzwQ8//BBLly7Fiy++aH1vMpnEqaeeiuXLlyuvqaurQ11dXeB4bW1txb5kkShlrUnVVM3zEdVPNX1PlUZtjV9vNTW1qK2tiq67IkmlfHMGsT1SGyUqHWqjRDXQH9ppMpl3cXPd4FhCVD6V3EZtylUVjpZPPfUUTj75ZJxwwgnW97qui/r6euy///4lKBlBEETpSXDbz1WEEVXVQrVHEARBxKUQtZ4GFaKMlFWt09bWhhUrVhT+Xr16Nerr67HHHnvg4IMPBpA3L3j55ZfxwAMPSNO45pprcMABB+Duu+8GANx+++0444wzcMQRR6ClpQWPPPII6uvr8fjjj5f+gQiCIEoMzRkIgiAIorwUotaXuRxE/6asgvzMmTPx+c9/vvD3jTfeCAD4zne+g2eeeQYA8MILL8B1XXzjG9+QprFu3bqCeQsANDU14brrrkNjYyN23XVXjBw5EpMnT8Zpp51WugchCIIoIYxCHq5TtmIQBEEQBAFfE09WckQ5Kasgf95554Xuv3jdddfhuuuuU56fNGkS9/eDDz6IBx98sBjF6/O4tI5IEFUHfbfxoDkXQRAEERdvKCFBnignVeEjT5QG6nsIojrgfeTLV47e5MnJK/G3KavLXQyCIAiCCEA+8kQlQKGPCYIgKh5fkq+QHUNLys72NO4ak98i7j9OO6io2+31h/ojCIIgSos3ltCQQpQT0sgTBEFUEf1BI5/O+YEAMtl+8MAEQRBEVeEW/qUxiigfJMj3M0gbRRDViMv86vvfMOtK0B+elyAIgqguvPl0f1hcLxebW7pw15jFWLu9vdxFqVhIkO9nkBxPENUH+932h284yUjy5ZwkPf3Ravz94zXlKwBBEARRkVDU+tJz/XOz8eTkVfj6n6aWuygVCwny/Qzqbgii+mC/2/4waeAF+fI8b3NHBrf/exFufXMh2ruzZSkDQRAEUZkUTOv7/pBcFBzHxS2jF+DVWQ3G98xauxMAsKW1u1TFqnpIkO9nkGk9QVQ3/e0TLrYgb5paVzZX+J0l20mCIAiCgbeUozEijLGLNuOfn6zFz16eW+6i9ClIkO9nUFdDENUHO0foDxp5dlJUrsftB9VMEARBRISN30LjRTg7O9LlLkKfhAT5fgZ1NgRRfVSCYNubsArwXJm04ewkjQ2+V8ms3taO1dsoKBBBEATL9rZu/HHSCmxp6Spamv1tgZ2oTEiQ72dQBGiCqD7Yr7Y/zBfYfqropvV9tP66szl8/v5J+Pz9k9DNuAUQBEH0d37w3Gzc9+5SfOfpGSVJn7yviHJBgnw/g/PpKV8xCIKwgP9u+8GXy2o6HPVlJS0CU4ZqUMg3d2YKvzu6SZAnCILwmL56BwBg8aaWoqXJWcr1h3GZqEhIkCesWNrYisffX4HONE0UCaK34DXUZSxIL8E+Yq5Mwe7i3tPbsAseyWQ1LD0QBEFUL/3NUo6oTGrKXQCifMiibHamc3hw/DJcdMy+OOWQPQLnL35oMgCgrTuLX15yVMnLSBAEuBlDf4iOyz5i+Xzkmd9VUOXsggfJ8QRBEKWFj1pfvnIQ/RvSyPczwjqbP05agScnr8KVf5qqvW5eQ1PxCkUQhDH9QSPP+sWXK4iQW2V+SI7DmnkSBEEQpaSUsVz6IlHWl6sl0Gw5IUG+nxHmx7NiS5tZOtRnERXArLU78aXHpmDmmh3lLkpJcTV/9UU40/oKWLmoBv9HdiLplimuAEEQRH+BotYTlQAJ8v2MsL7GtC+iPouoBK7+81TMa2gOtSCpdvgJQ/nK0Vuw2vCymdZXmdlkjtPIV0GBCYIgqhinuoy2qhJSyIdDgnw/I6yzMZ0A0kSRqASy/UGqRf8z4SulpiNKjIFqqHFOI18NBSaIPko25+A3byzA2/M2lbsoREkhK6hSkyDb+lBIkO9nFCtQFk0UCaL3qDbtsIod7Wk0daSt7qkI0/oqqHTSDhFEZfBG/Ub8Y+pa/PBfs8tdFKKE9LttYcvMlOXb8Eb9hnIXo+KgqPX9jFCNvKlpfeySEETpyeQcdGZy2GVgbbmLEgv2e6tWjXx3NoeT7hgHAFh51yikNKHV+WB3JS+alCqLdccteFRrGyGIvsDWtu5yF4HoBfqby1u5+c+npgEATjhwNxyy15Ayl6ZyII18PyPUR753ikEQvcL5D0zC8beNxY52Oy1wJVOtMtr2Nv8ddKSz2msrIYhQtZmqcz7yVVBeguir0PaP/YP+5vJWDmSf0pZWWihjIUG+v1EsLRP1WUQVsH5HJwBg2qrtZS5JPNwqEyplsK5u4bE6fMplWs8J8lXQ4WUp2F2fZ/KmBK7/Vz3SWXLIrWQSFKKrX9BXXN6I6oYE+X5G2ATP3LSeei2C6C1c7nd1fnvs5DZ89wxG01FkQT6S+1AvVnnDzg50ZXLW9+UcRrirziZChPDBpiTGLd6ChRuby10UQgPF5+ofcOMySfKhFOu7oLrmIUG+nxHe/g2j1tN3RFQRVT+x6gO+eNw7CHkG9hlzZepsOCuIXspzXkMTzr73fVz26BTre7O53i8v0bt4SzWVEACSIPo71RZHheibkCDfzyhWZ0OdFkH0HqwWvlpXo+3WUsq/jzwXBb6XivBm/UYAwIotbdb3UrC7vo/3WkmQr2ySVb9yTJhAPvKlR/YpUU3zkCDfn5F8DcZmp9RpEVVFdU+s+lp0XBsXn3JNkKpta6EsBbvr83ivtVxWKv2dlVvb8Ln7JuKF6eu015Ec30/oY+MyUZ2QIN/PCBPAqS+KR1cmh7Xb28tdDEKgb02sqvQrZYPdWeyekSthXC9df1jVUevLWA6idHjvtRraY1/kV6/Nx/odnbjptfna6/rUcNOLzF3fhC0tXeUuhjHkI09UAiTI9zOKFTSLuiw5X378I5z7+0mYvnpHuYtC9CH6gkaeC3YXcm0pNfKm/V45/B/jLDjxGvkqbSSEFjKtLy9dhrsFJGn/OWvmNzTjisc/wml3TSh3UYzpC7vJVDqyHSCornlIkO9nhG2XYToBpA9JzpLGVgDA6PoNZS4J0ZdgP7diR3EvB2H9DCu8l/J5dcXgNfKVX+ds1PoqKC4RA/LHLROG9Z7oWyZgvcLUVdvKXQRreI182YpB9HNIkO9n8EGzZOdN0yF00IJ879Bf6rkcEdSLDR8YKOTaEkatN9W0l2OP4DgCAPnI9328pRoS5MuDaa33k2GpqJTShapUVEIsF4IgQb6/ETKJNe6LqNPSkqIV+V7BVPCp9rfBaeSr9dvjBOOwWB29E7VeV45yBLiLo/nnfeSrtI0Qegqm9eUtRn/F9POk4d+eahzX+sS4XOlIo9ZTXbOQIN/PCAvOQRr54kCmdb2DqUa+2t8H96n2gY+vnD7ypuUox/ZzceD2ka+C8pYDx3Grwk1ChVdyEhrKg6kAQdvP2VONcR+cPmAp15vI/N2J+JAg388IMyut5klOJVHJA7nruhi3aDMam6snOqyKahfQzTE3S69Uomoviq19NPVr5CdpvVPpcdozRa3Xk8k5uODBD/Dtp6aXuyiRKQjy1doJVDnGGvnSFsMa13Wxoz1d7mJoqUZB3sbKjCgetCDAQ4J8P4P3kY8RtZ76LC2VLF++Ub8R/98/ZuLseyeWuyixMa3mSnwdO9vT2Bxhq50oQmUlTDJsIu/3WrA7TV2Ww0c+DhS1Xs/CjS1YtbUdU1ZUX1Atj0LUenq/ZcG0K6q08f+mV+fjpDvGYeKSzeUuipJqFOTDYk4R8ZF9SmRaz0OCfD+jWJNTMu3TU8lB2CYv3wqAn/hXKzrLh0oXZkbeMQ6n3zUBrV2Z0GvjbD/32MTlOPXOCVi3vcOyhMWFC3YX8hClDHanyid4rvc13HG6DTZqfR/4tAkN9H4rm0rTGL44cz0A4MFxy8tcEjXVOKfsC9vCVjqVtihWiZAg388Ic7U17UursM/tVSp5H1l2knH+A5OwYENzGUsTD101V8vAun5HZ+g1YbEtdNw/dhm2tXXj92OXWpasuNgUuxKCCPE+8pXfmPiFucovL2FPIWp9tXRuFcrSxlY889FqZC39dkz7AVb4qKS+o5I1mdVoZUJR68sEVTUHCfL9DE7LJPkYTDt6+o70VLKPPMuqre34n3/OKncxIqPzKa7kgdV2Il5tZt4ybIRztp8ql9BSbVv+UbA7cypJuLKiELW+SstfIVz80GTc9u9FeH76upKkz45LlfSqKrnZ53IVXDgFZFpPVAIkyPdj4qzOVu1EqJeoYIV8wFSpI50tT0GKgG69hG2ilbauwgqyJmXjJgwRv9tyt0lOOA/1kfd/l3b7ObMyVEN3l6Vgd1ps2l+lQlHri8vcBjtrtCjB7irpXVVQUQKQRr5/YWzdUmFuKpUICfL9jDDNHvVFxaGSNfJiyao58ruu5LbCcm9iK0hwE4aIUdzL3Sb5viesAvzzxVbU8Dt36ILdlcFUPcYr4n3kqSPXUa0L0STIFxfbajSt9yQzsybrCTOq0V2k+kpcOcTpwqjeeUiQ78fE8ZEn9FSycCwWrXJLGk4lxyLQEWciHvXeSqqpsDkbv3BR3E7J1BySj0tQ1CKUBD5qfRkLUgVUocwAgIlaX+QtGfsrtgs6plezWsRK+hYrqCgBSCPfv4hTW1TXPCTI9zPstGJm6RBBqkm+rORFhzCMNfIVJcbaD0TF0A1X0nsO63vYsyWNWq85x+8jX/nkSJA3plongqSRLy62tRgl2F0lvatKtkSpzsWp6nfX6VUiBIGUTVuornlIkO9nhPnXmge7oy9JR7nNmHWIQm0FFzUUXT1Xcmdva27JB6mMqJEvu48889vi2tL6yKvTrm4f+SoocC9TbRYWOipJOKxm4iyoliqP/kpVmtYXSTHWHyGNfPEgQb6fUSwfefqOgrADUSVr5PuSab1Oy8wNrBX2kOKcpcVgL3mPqN9eudskt498yEOw50s5wdOlXI6JWZjlyM72NN6ZvwnpbFB9RRp5PaaxESoZ37S+OstfaVhXo+H17AJz1JgmpaCS+4WqNK1nfqva0uJNLRi3aHOvlKeaiOUjX4VtpZSQIF/FtHRlsLGpE+3mMkDR9memzygIOxBVkhlzGFVU1AC6slfyXJcdiN5d0IjjbxuL+99T7/PO++JFy7PcViI2Afs4jXyRB23TrfwqUfC76s9T8YPnZuPRicsD52j7OXMquW/Q4ZvWl7UYfYZS+chzgjx9jEZUp0Y+3Ont0oc/xP/3j5mYb7lDQl8nzphaSYtjlUBZBfnJkyfj8ssvx/Dhw5FIJDB69Gju/LXXXotEIsH9d8YZZ4Sm++qrr+KYY45BXV0djjnmGLz++usleoLy8rcpq3HuAx/i7fXmrzF8H3kiKqyWJFVu9aeGoEa+cssahraaK7gxs23l4Ql5oeyx91cory/G9nPlXrCxWUTktfclKlA+I6MyVMpcfPmWNgDA2/M2Bc6xUesrZeGhUqlW4crt6auLJfRMX70Dlz86BbPX7SxKetWGbTOoeh/5Cu4X+qpG3mPF1taSlqXaiLKVY+Heopak+imrIN/e3o4TTjgBjz32mPKaSy65BJs2bSr8N2bMGG2aU6dOxdVXX41vf/vbmDt3Lr797W/jqquuwrRp04pd/LLjrfra9H+69cMZa3Zg+uodZulUYadbarJVYlovUm4BLw56H3nGQqI3CmNBnHl41HvLbSVi1Wdw2vvy9DXsqn81dHcUtT4Mpn6qUKPDfj/FEg6v+vNUzN/QjP/48yfG97w2uwG/eGUushUancymv7AVbE2vLoYFVSmo5H6hGt1FbHZXqWaFSaVRSYtjlUBNOTO/9NJLcemll2qvqaurw3777Wec5kMPPYQLL7wQN998MwDg5ptvxgcffICHHnoIzz//fKzyVhqesGjTpFXBObqzOXz9T1PN0xH+Xru9HQs2tGDUcfuVXWAoF7kcKzhWch0kNH9VF8VWyL82uwF1NSl88fj9oxbJCGuTziIE1Sn34pKdRt6ntFHr1WnzUet7Z+IQp+vkfOSLUJa+TCVrJlWU0t0kbSGU3/jSXADA6Yfuia+dfGBRyxGXH/5rNhZtbME7P/kcBtamQq+3NdE1jiFkEQ+kN6mckgSppHoyxWZnk346LVbSmz7yXZmcUX9QrZRVkDdh0qRJ2GeffbDbbrvh3HPPxZ133ol99tlHef3UqVPx05/+lDt28cUX46GHHlLe093dje7u7sLfLS0tAIBMJoNMxsIBvZdxe0Yhx4VxOdnrsrlc4e92SbAtXZqu43Lnz/39JADAn751Ir5wlPr99GU60+nCb8fJVWzbcSXqqFKW1Uu7FHmwg6OYfpp5H7lc+PvY3tZdmKSef+QFqEmVzmCpKy0vi6qM2WzOvyYbrW2J32xvk8lkC7/Tmay2LGnm2qjPqyKX8+synckgk0lI2yhX5yHlLRYOI1Bp+183+C7TXHkre+wqB+z77E5nkKmtrpl1mnmfmUzxxxfb9Ha0dxWtDIs2teCdBZvxP+cciqF10aelnsvJ+4sbccHR4fOQnONYPYPjmH2fgbaWqQwhwumFMSDqeJ/JmtVtMShW+qwWPmyMcC3bWl+EH3vTqEkYfOuSbjps/sAyddV2XPP0LNzwhU/hh+cdBqC0c9JiYVO2ihbkL730Unz961/HiBEjsHr1atxyyy04//zzMWvWLNTV1UnvaWxsxL777ssd23fffdHY2KjM5+6778btt98eOD527FgMHjw43kOUkGUbEgBScAGMGzfO6J7GDsB77fPmzcPgxrzg0pn1j3vI3Rjy17S1txfO5xfH8sdHfzAb3asq0+Su1DSnAa8eFi9ejDHNi8paHhXr1yXBetV0dXWGuqwUA9M2akNXZwpeTy8+QwvzPqZPn4G25fpV3C2d/vVj3nkXNSV0PNrR7efFonoPc7fkv3UAqK+vR+2GORa55fNZt24txoxZbVfQIsL2PR999BE2DFNfu6TJf94VK1dhzBh1/ABbljb4aY8bNx5Da/1zbBudu92/bsqUKVg7tGhFULJyrf9t6vrfdqb/9Vi33r/3o48/xkZN/fZHVrUAXv2NGz8ew2q1l1cc+TWefPmXLluKMR1LipCq3weZjwH5e5YsWoQxOxcWoQzAT6bm01y4bCWuPDTO/CGfzuxZs5Berevv89c1NjZajX0dmvGGZc42v++YMHEi9pBPV3sRr99o65WxHrAf7zc1+v3XGb97D1cd5uCo3YqppY/S1vVs3eaX+ZNp07Bjiay8+Xzr58xBYn31WR0Uk/nMPOa998aizmB9K5v1vzmP2bPnwF1nVpe/m5O//6EJK3Co0GeWYk5aLDo6OoyvrWhB/uqrry78PvbYY3HKKadgxIgRePvtt/HVr35VeZ9o2u26rtbc++abb8aNN95Y+LulpQUHHXQQLrroIuyyyy4xnqC0bJiyGv9etxwugAsvvBC1teEzk+Vb2nD33I8BAMcddxxG9ZjGtXZlcNOM97lrR40aFbj/J1PHAgAGDx6CUaPOBgA0tnQBn0wGAJx2wjEYdcbBkZ+pmtnU3AXMytfDUUcfjVFnHVLeAin45M1F+GhzQ+HvwYMGYdSoc0qWXyaTwbhx44zbqA33L/kQ27s7AQTb65bWbtwy6wMAwCmnnoLzjtxbm9bKre1A/UcAgIsvuQR1JZTkG3Z24vbZHwaOy765jnQWyz5cA6xcBQA4/vgTMGrkcKN8XNfFT6bmB6tDDzkEo0YdFb3QMWH7njPP/CxGHryb8tphy7fhicWzAQAjilzuNZNW4e31+YWBL1xwAfYcMkDaRhMLGoFl8wAAZ511No49oPRjwaKxyzF+Y36xRdf/Dh3q978eY1+aB2zLL1ifeeZncZKmfvsjM9bsBBbOAACcf/4XsPewsktXVrR3dQPT8v3Z4Z86AqPO/1TsNL32BMjbm+6eY4/9DEadXpyx3kuzY8AeGDXqtNjpnHrqKfj8p9X9vXfdPvvui1GjRhqnf++iyUB3FwB9feXmbQKWzwcAnHveeTho9/IqhLznHTIk2G8Um6jj/WvbZwM7twEAtncn8MTiFJbfcVHRyhWlrbPI5IgXN8/EsuZ8XKlTTzsNZx2+pzLfk04aiUuPNXcT7ot0zt6Af63ML/5deNFFRtY3v549Ed25LHfshBNPxChD98cHln4IdPFzxFLOSYuFZxluQkUL8iL7778/RowYgeXLg1vveOy3334B7fuWLVsCWnqWuro6qYa/tra2Yl8yANSm8q/Pdc3LWlPjv/JkMlW4JyWx4tCml/DPr9/pb6uRcULu68Mkkn4lJhLJiq2HlGAynkgmeqWspfie2N0BxLRTqRzzOxWadyrlLw/X1NSgtoQ+VclUWnpcVsaLfz85v1jWQyJp3rbYgFSpVO+1Sdd1cdeYxTh4j8H49pmHAABq2b4n5H0kU2zdF7d9su0//579tNk2mkr55U3VhLefYpBkyqbvf4N1wuonTNp7fyMZ+L6rq35qMn5/hhKML7bp1ZaiDiXtOgq1taZls8uPFeR097FjSSpVQW2tSPVrgv14H1S2laqsYelmcw7nWre5pQuXPToFV51yIP7fxcyiMtMe2Pm0jAHGbbLvEpxjhdeHTAcbNn9gYWMQivdUsoxnU66q2kd++/btWL9+PfbfX70Sc+aZZwbMJcaOHYvPfvazpS5er+M18MjB7pjjcQKNrNzaVvjd2pXVXNm3YYNNVUIA1mzOwe3/Xoh3F/ALW2IgvsoOzKdHF7WeCzhkYK3J7ehQ4vdn0z5YIR6w+975nRR67z3PbWjGXz5cjVve8E1vw3fclZ8v1z7yXCCjXvqe2TdkG9CH20e+SOXpSzgV1j/bUqzxulhU2har7Pdi2tfZ1qLpN1mpUesruWOohDYNAEsbW3HC7WPx2ERfYfjH91dga2s3Hn9/JXetaj7tn2cCIFO0O444b9umrVRIsyopZRXk29raUF9fj/r6egDA6tWrUV9fj3Xr1qGtrQ0///nPMXXqVKxZswaTJk3C5Zdfjr322gtf+cpXCmlcc801hQj1APCTn/wEY8eOxb333oslS5bg3nvvxfjx43HDDTf08tOVnmjbz8knp7adKHv5yq3thd9t3f1XkM9yE8Xy9x6vzd6Apz9ag+8/O0t7XYXNx+zQlN0JGWRF4nwPtsRJ30bAy5VpS8Q2yYKezVY9/FZbRStWPm3ut2nU+t7H9rlzZdh+riuTww+fm43X5zSEX1xmnF78vksBW+ZK2PmtFP1JnG1to/R1tu3A9JukqPX2sAuR5WT+hma0p3OYxmzFrCpZ2Htm22Q1T7NKQZzPwma3iUr6/kpFWQX5mTNnYuTIkRg5Mu+jdOONN2LkyJH4zW9+g1Qqhfnz5+OKK67AkUceie985zs48sgjMXXqVAwb5kfxWbduHTZt2lT4+7Of/SxeeOEFPP300zj++OPxzDPP4MUXX8Tpp5/e689XamJvP4fok2X23h3tvplwiyT6fX+h0vZB3djcKT0uLgxX80qxdh95TrAJfze9OfmKsze6TdHYyVFvauRlE2mb/sZG6LeFqz/TiXkvTQbYV2TbBsuxkPj3j9fg7fmb8NMX5/ZKfnFw3N6vn2LSmwuNJpRi3IjzqUexPrKtRtNtC0vZf/VVSrnNqA2yb0vVmsLGEvaZenP8rQoMX7es1mz6v0qbl5eCsvrIn3feedoJ0nvvvReaxqRJkwLHrrzySlx55ZVxilYVJHtmy1EF+TgaCm5PWyYhmSauv5BllgkrYfA2LUPY8NKwswP7DBuIAaUM4x4RU82LvUY+UnGMiZO+zb1sm+xVlYBMkFcsIspQ9S/FwLSvK7dG3nZeWw6N/I4OeayHSqQcrhLFhBuvK2B8SVWYYMJpP0ukkTfeR75CTet7a0EyCpXQpgG/jtiqUi1asSUO08gnK2/6VFZMF8Wk91rcWiHNqqRQ06piEjFN69kb4wxorLBQzT7yO9rTmLB4c2TBodJ85FUr3IEhSTPpmbZqO86+9318/c9Ti1auYqLz77eduPPXV7BpvcUAWA7hDuDfi2xiFFYW9nTRfeQVv0XYNZByzH/tNfJ+geNMkmyopvgaNu2vMmFM64v8ACYLorPW7sCXH//Iv6cEs8c4T9U7Gnn76yrBesKjckoSRNamf/piPbqzucDxP3+wEk9/tLok5fCaEduHKptTyIINb1pfPX1lbxDns7AZ3yp58apYVFXUeoLH6xaiauT5wSZ6OTiNfBX7yF/+6BRsaOrErZcfg++edaj1/ZXmI6/yoxRXl3XDy4sz1wMA5q5vKk6hioxuvsa/gvD30ZtalDhaZjuNPNMme3F1iTcRB1IJO9cFzgy66E7yZosbruav3iCORr6iZ+xlotpN60upkTcRfL/2BL+YWxJT4aL5yJsGuyuVRp5ZdKmEVf0eKrnZy9r063M24NgDdsV/ne3Px7a2duPud/L7gX/jtIMxsMi7y3h9A2/MptLI6xf/OV9ukuM54jRFm0+qGvt6W0gjX8VECXbHUiw/LlZYaK1iH/kNTXmf8nfmN4ZcKcfWJ7vUmHZg1ewjryu7rUa+N31QYyVvcTPrI9+bPojsW/EmsjYLJZxpvUWxc46LOet2IqOJBsZr5NWJlydqvV9z8Xzki1YkLdXUdVR7sLtSLjRGEcpLIcjH08jbRwC0v8W+hJXU1HrLUicKqvFp/Y4O7u8uZhvGUnzHNhr5sG+SbZPkI8/P10znyLI5HvnI85AgX8XEDnYXy7RevuJczRp5j6gCDzuRroSuoxg+8pVuDqYzCbVVUOZifA+2xBGqo/rI96ZGPpnUC6Thg3g0jfy97y7BV/74MX712nx1yq78d/C68n7PtnlybhQV0QNVFrxGvowFiQgXtb7Y/VOEbr7Stp/jXdvM6qdkGnnmdzUuGpUD1dprR7p355RSH3nVtZq/gMoJ4FcpFGtMtem/+8MrIEG+ivFW+KwaNeQfkn3Ueh9W69dSxT7yHtmIs7woE4li4TguRs/ZgHXb/dVrpY98IGq9fX6z1+3Eltau8AtLDFv2oHBo9z5605+8HNvP9abwItPIs4T6yLMaeYuCPzl5FQDg5Vnq7dBMg9iV26da10Zknyy3j3w/mLzYwn831VdBXOnL4CNfjHvCiPNYbPs3D2hpl4fx5RVq/VFBRQmgWrBt7w76yPdGOfhgd/Jrw7ZJZS0+itUOXNetiLlXFPg+LEY6FjdX0vdXKkiQr2ISsTXy/u9iRa1PZx1pcJJqIqrmshymrR4vz1qPG16sxzm/f98vg6IQopbdVus+e91OfPWPH+O0OyfYF7TIsOZq4uM6irauojcXYuJMxMXnbOvO4s63F0njGLBtsldN65km5eVr09+UUqNlKhDx7cdFRzqLGWt29Jplg2tp9str5HsHk57j7x+vwZVPfFz2rUlz3KS6fOWISin9rqOY/ZbCJSuOJUmkhVhbQT6Cpr+SBIkKKkoA1fiks/IsxfPITevlbT3MXYd9pmItvv1h3DKcducEPPvJ2qKk16uwY6rhxyerem8MNrEA7g9WESTIVzGxfeSZ37aTU/YjFH3Tqn0LuuhR6xkz5l7uPD5ZtSNwzLQD083HZOemrtxuWqySww6w4ntTBXZU0Zvaa40Ldyhi27r/vaX4y4ercQUTUdqD19L2ZptkFlg8DQcXGEh/dykDkxmb1gvWS9c+PQNf/9NU/K1E0ZKBuPvIM1HrK2jycuubCzFz7U48+cGqspaj2oPd8YvnxU07iiBfiu3nYmnkIyzE2rYD03GhlPEM+iqqeVe7TpAvQTm8NmFrWi9rSrkSWEk9OnEFAOA3bywoToK9CL9rVvR0HBf464ercOyt7+FVjfWdd21fhwT5Ksbb/sVrp67r4u15m7Bqa5vyHpU2ytrETKGRB3rfFKrYRBXkWaGpEiw31VHre7ccpYR9FHFSZrudXEkjpWvyisvSxlblOVa4682gL5xGXhrsLkQjr+lf4mKqCRAtOqavzi+W/Wv6uqKWR6Wptm0jOo1kRzqL//77TLzcswtFsbDpSzrS5R0X+O+7jAWJSCm3x1S9xynLt+ElRZspRW8S57GiLMSyl21v68bYhY3I6gJlGmvkfSplf3QgH9B32Wb1eFFOVMEKdVrXUizIeUk6RpK8fvEoF2OO3RexVa6ocFwXv3t7MQDgZy/PDcmz71c8CfJVTEEj3/P3+MVb8MN/zcb5D3ygvEfVqON0iKJPeTVqO1iimuKU00deNs4YB7uzlOwrqWNMajSYxRSEik2c9hE1YmuxtXg6OEHc03Aw50Oj1jO/baLWs1zwhw/Q1JHWJ64rA+dLX5pFutfnNOD428biTx+sDOZvmRYfbJO/++mP1mD84s34f6/Mi1LMAk0dafz1w1XY0lJ9Ppr8JFJfu6/PacCjE5aXuER28N9EcTsolUb+P5+ahl+8Mg9LGluC5amgcQAQAntG0Mhf8fhHuO6fs/D0R2uU15s+cSVr5C96cDKaOypvd6GsoqNv1wS7K41pfXC8Um8/pydSAEbXxR/GLcP4RZuNrq8mwiwYZMhq3ua9V9r3VwpIkK9iEoJp/Zx1O0PvUX1I1j7yzG9RY1btgnw1+sjLUAa7E/6usODDViRNTesN3kdOJbhZ4LoufvX6fDw1ZbX2ujgaQa+Y6ayD5o6MViuaKZtpfVD7aRNsjLMWivgxrdjShr9J3oPptnKq4hazFn/+cl6wvqdnX+Q45t+6hSjpgkYEfv7yXPzu7cX41l+nAaj8XS1YbLYT/OmLc/HAuGWY19BU2kJZUEorlbC13C0t3YFjpRjj4iTJt39Tocn/3bAzv/3smAWbYpSiJ90K9ZH3aKzAhbiMSpDXWHiWYkwr+MizCnmj7eeCZYmyhem4RZvxyITl+O9/zNReV43bBtsspuqg7ed4aspdACI6/vZz5h+0quOxFSzYdIIaebu0Ko2o2o6y+mBqAoIELi1C1PpKgfcp5s/ZDhpOERZi5qxvwr+m5U2v/+vsQ9V5xdLI5/89/4FJaNjZiSP3Haq8ltPI92KbZOsvikaeJc5AnAmJmG+8j3zkEugZMiDF7fRhuvgUtrduqV71hCVbAADLt7T1lKM0+ZSCKPvIb28rzgJIMXBL+H5lGnk2v5qUVC9W3EIgnmDGLaQbzmdk+Wm7G8PixVGS9AaVuHgfxbS+tzTyqvoKi/sSJUbNpubKW2QpBXHene4bbevOYmhd/xJtSSNfxYjB7gzXoCW/ogw2jIAQ+Koqb+CyQWXiZXNfJYzdxsHuNAtBcc2aSg0r0IgLF65EK6wjSrAkEXawTmfVmcbafq7nuTwN0rLN6pgYcXzkXdfFrLU70Boh2ji3KBLBRz7qntmBRSrJNZyiXZO0atcDkwnZ3PVNuPm1edjWFtRksogTjijCprSMmnNxqMD5vzFR9pGPuhVpKeAWx4oetT54jH322lRwqlhJ4wAgLsTazoaYY5p7o6RbQU2oQCVqc3OKeVepxlEV/j7yftpK03quvw6ej9LnmD5T5b3BcFTbX+sIW7RmeW12A4699T389cPyBlbtbUiQr2K8wdfr5ky+f5XGJ86kUVxJrcSBy4aog0MU075SoprsiUWrwDHdGG6/8oCPvP/b5G04RXh/QxjBTCcAx9tH3vzaOH7/r8/ZgK89MRXffmq63Y1QCR3mkxqub7LoUETNoqxt6wRe/jp20mE3Abni8Y/w/PT1+PXr87XXDREE+Tha1ziLAKaIkyqbriOOKWUx4OvWrCy6wGe9DVt/xbaukU2WWQGqNpVESpD2S2JaHyPNYkWt1y2SGBevCK5BpaQSx/yMoRmFaf8dFZlpvUlZwtpSufu/SkC2IO66Ln70r9kF9zIRm6Z640v5wHdeILz+AgnyVYzoI28Cp42ymFjr0hFXUitAho1F5Kj1FeYjr5rMiGWzHdMr4NEK8JoPsR3aTdyLEWGWXblv0WzDGM9H3rxwrN+hbbt+YUY+WnW9ZH/6MLg9rwsDtvy8/H7/t5VG3qRsMGsXqkVPm/7NM0FXERDkmd9xrKTEW4v1zVaiSa4p/EKH2T2VqpEvxkIxK2DK3muGWcSoSSYC281VmmASJWq9rB/W3Wta7fG+49JTiZ+xzhLSUQjEpahb37Re/33kr1H9kSfKnND0kSpxMSYMTv7o+WNuQzPemrdJGvBVRSUujpUTEuSrGDFqvQnF0siz9Lmo9VW4j7wM1XMEyqYZEcoxWExZvg1n3TMRk5dtDb+Y09zyp2w18sXYdYC9r6WT18iv3taOs+6ZiGc/WVsUH3kT4jxTHG0kt9AX4qcedn+49t7FDS/Mwc9fnisxrZf5/srzEVH5yBdTgAmY1sewoODrqTSLq4H6rKLZZBSLqYoKlMQubhWhXKwGVPadsBr5ZCJR2O62UJxSaORjfFtRNPKyq7SLe6YOjBEWjXoT1S4F5cJ1Xe2iWVtaHkekFGtJXjG4+YSkvv42ZTUWb/J3cwgPdhe9TfYZJHXQnbHflrQSv6lyQoJ8FVMIdtfTqE0GGeX2cxH8Zz100cKrkahmi8XQyE9fvQO/eGUudrbbBVmSTcRM5TBrjXyJ3+9/PjUNG5o6cc3fwk26deamrqnE1kMx9plm02gWBPmbX5uHDU2d+L/RC3rNtD7Klkz+vXEWG4L9g42Win8X+mu3tHZjdP1GvDKrIRD5WG5abyYs89qD6AK2jiF1KWWe9u5OOo180ST5qoXbCaEqNfJsXxc/PVYDKvtOuhlB3oUr0cgXnzjfFr+QbpqfXvgKXm+frsl3vKW1C//1zAy83xNMstRUmiAftjDVxgYEZY6Xxr2DH6/mNzRj2qrt3DU729P47VuL+PskaUVxbasEt8xSIdPIhz2trKlWgqKskiBBvooJaOQN2rZqchrHtJ408sH7onbGV/15Kl6a2YBHJ66IdD+L2rQ+XNjRUUkmlTpfalstKjuxjR7szv/dIvjI72z3/44zAYm+j7xdpqrtgEyQ+chbmadbaB8zlpYD6lbCo9TIF1WQ9zXy2ZxjHBwpNIhf/KJJqWTT+q5MDh+v2KYMjhXFND0XxwemiDTs7MB97y0r/F2MyT7b38kEO/a7cl0gKbz8UggccVKMEiFcdpnWtN62UDBTkvzf6wswYckWfPeZGdbpp7MOLnv0Q/zilbnG98SR49u7s7jkoclKn+YohC2YdTFaW75fjtZiGnZ2YMWWVum5gml9z7+XPzYF01bv4MuTDWqRpRr5Ilj5qcjkXKzZ1l7UNEsNr1uRzQtMv9vKmYNWAiTIVzFeZ7y+PYFLHvkIOyy1uFE+IA9HIyBU+zcW1f8mTmAxkbBo1yaYmtZXmkbeBp0G09ZMuRjbd/Gm9byPfDtjHhhPI29+L784YZdPHNN62VaMNloqGz9InawVZ9eFUptwAsCQAb4g396dM+6TZWd0k8ZSmdazf5V7cnXTq/Pwzb9Ow51vL5KejxJBWrWYtWBDM774yIf4cLmB+08R+M+/TsP4JX5exTatl5EWBXlRI19B4wAQzY0ozBw6gGnfwaUXfv2KrfpYGjqmrNiKBRta8NLMhshp2PDijPVY0thq5dMcRthibFfGgeu6aNjZURS3hbPvfR8X/GGy1PLRJNidzAJSVpZS+sgDwHn3T8K67R3mN5QZmdVY2BZ+MirIUKoiIEG+imEH1pVb2/HyrPCOXGVtrDMn39jUie2CYMleLUatrySNbRSimlPG3b6MnYjvu0ud1b025keBYHcVZmZng9bFQ/FbBTuXiO4j7/8WNfLtzH64cSbiNnfGaZNxLExk78VGq82eD6srW1cY04mDKmq9ZWZa2EjgLV2ZollJFUPIamzuCrx3XVcRVl7dNpfFYHT9RgDA36eulZ431cjr+hSP7z0zAws3tkTa0SEKa4TJejEE+TANNmvZ4LhuIGp9Kcb53thHnv+uZec190bykQ+/p00TGDWMKEYjcRaSbS2gTAhrz52ZHG7/9yKcfe/7eObj1YXjcRcPNzR1Bo6xwe5k6buuK+8HJdeyY5O5j7zdM81YsyP8ogrEDfxQjeXm28/1V0iQr2Ki+DmpJrGqfrSlK4PP3jMRJ/9uvJhQAa8T9gb6al8tK8b2c1HqYEurv1iyxxA7QT6sPCzi4+lakTj5fmH6Ojw8YXnMkhUPXvPBP5hMK6wjZ3m9DJ2PfHvaN8eLMw7ZmdZH30ee1dh1WgakkU1kZWZ1yvuZ32GCuu1zmQZB5AU/9nfwrq5MLrYVTVt3Vun6JCL9Zg2fy4Q3527EGXdPwP97ZZ42X3YIqvTJlekiCfsYqkXdpk711pJR6M7mcMXjH+G2NxcaXV+MqmYFMtk3xpnWo3c08nGSNNXIhwnZRfGRN0zPozWGIB+lzuKNP9HvjZpmdyaHZz5eAwB49pN1heNx26BsDl3QFLvycrmuvP+VXRtmFbhiSxs2t3QZllaOGISykgkb30zH8mqXMYpNFTUBQiSSv6JiEFMNNqzZjmpi6U12alMJ7XXlZFNzJxp2mpkgRdF2bGnpwh/GxfNhZMtnuyorawpqQZ4/brMgdNNr+n2xexvdYhQvfIWn5cRciMnn498oRq1nNVyxNPIWt2Zi+P13Z/zytnfbCfK8j3z+X5vtLm2C3Wm/Nc1ETfxtep3slvN+Pwmn/G48Nko0PDrY52ztykYy/5alFbcPfqinL3tFsPLS9RUVFeFdgunCHreIpFB3Ftu2YMLiLZi7vqkgrIRRjH3k2UUKmZKVC3bnukgJs8WSvO4YabLPs3JrO85/YFKg/QaykOSna8fG0fAtF4VtF0rjEufVlcISw0QjLy1LzKKIViaAP964inLlFJK8rM/VWcRtae3CBX/4AKffNUFIx6TkPpUWuFCHbBx1Fef16VT2WNPbkCBfxUQxiXYVv1WT5QE1fhNJCyv03n3eN1XbszRYafO5nOPizLsn4ux730dHOnzlO0r5b3yJDzQTpQpYMy/dnqqmmAa7081KK32M4Cfd/HOFCV8ixQhWyJvWa/aRjzEQRd5+ztIiknUNMPluWGRR69mXsKm5C/e8swTrd8gX1zjT+jCNvK3mmrVKKlKwu8YercqU5duU6UlLwqTV1p2xsloIpKXNp0hpabb3q/S5laklBltXKo18sftFe6uSIgjyrEZe0jnwpvUIRq0vwQuPkyL7DH/6YCVWbW3Hz18OBoALW9DRm9az1xlqDysjXiJHnHdXiu88rD13ZeSVGPc7kCnDCtvPua6VxUaoRl44t2KzPC6C7RNVlSDP/nb5fwHzBcpKt/7qbUiQr2KiaORd2ZcEtXBQyyzDp4UVeoCf6NT2CP2VtlrGmghua7ULCGjKlBX8BD5KR9OwkxXk44/+6mB3/N+mzSjOe+3K5n1YRb/x0PtCNBU6f1buHZiY1kfQyM9YswObmv33xg7cokaeJc4nYiPgRfWR787muMmTrUZeppFic39kwnL86YOV+NZfp8nvZ36HTYRtF73MNfLyhR1d/dsK30GNPHPOsguwdSWJgq6vqPTJlWn9cNYkirZVbH9/27l41ICsHksbW7Fyqx/xWjZW8IH+3GDU+lglKD6msW3CFnhNTetNrXlK/V1EGZfjlKgU87uwOlJq5GPmK1OGFcri2i30yK7Vueux31Oc7U2rSI4X2k7wQWXzPXn8J/7v9Ts6lEqB/gAJ8lWMOLCawPnIM8dVHWkNkwcnyPf8y04ACqb11qXqe0SZZ7G7DmSKYNagkm9k28+5rouXZqzHgg3NyvTi7Kn83Mok/t+rC/DTF+qt7jvqlnc5QVlEN7HSDxlBbH3kZ6/bia//aSrOvHsic59/XrdoEcc01uZWzkfe4sagf7+tRp4tgzrfdarBl9OK6iVaXfAl+T7y8t+B61S/DSfwJrCX5y04ogvjpt+CWVoKAVZnWl/hgjxfP2aLMao+r9jb8NkuDMSp653taVz80GR8/9lZhWOyxxQ18gHNXwledxwh0dy/Vv+NRUlHxGbXDZbeEspiLSSX4L2H1blqQb8UGnl2H3mpab3jGrd9nXKA/Z44a0DLD6uaNPIs/nqJ/7yn/G48npgUvhuC+N4/d9/7+Nx97xe1fNUECfJVTFyNvOnExkPcjgbgJ9k1nml9pdnWlxiZwBZlgGE784xiL2QV0lVLlam4ULQEEpi4ZAt+8eo8XPboFGUeqv2ZTZi3I982JizZYn3va7M3KM+xgwA7ud3ZnsarjH+kyeuw3T5w0tLg1lOcJlrxHQysTUbytdQdU8H5yFt8l6I1ARtx3wSZuZzNJ8FeGqZx1y0wybcJMps0RdmOULws7DbOjDvncFr4OIsCAUG+SF2yOOaw/Y5bgSbELKZuJlzbVZrWF3fybDuWxzHXXi+JFSPXyPPjvehPXApNc5wUo7ijyerRtJs0DZhoMx0aWlcTfpGYl/Ud8RZMShLsLqQ9qwT5uE1Qag7vev+6ivPyUSN0UUjUyDOfU9Zy7qFKp9KRTUPFOr733SVW6RAkyFc18X3kGSFI0ZGyHwyvkXd77vMv8PzpXeSjcf7ilblYu9033ysXfOdR/B5gWWOrJM94gnwc7bcsPc5kV6KRXyJ5BpFuiSDfG24UuhVn1aT7mr9Nx5tzNzLXhZdTufChQGY6z9bz3IZmnH7XeMxcs4NLe2hdTazJYmQfeYv72gRT+icmrcS3n5pm7CsvC1Zn8+05Ft+C7XZIOoGXKwN3zpX8kqRtK3wL87yomrz8/eoyFsvfPo5GvtzbkqpiHoiwj6Haa73Yc2dr0/oY/a7se5K9O3H7OVFgiPM2/2/0fHz1jx8Fvt04w0kxNOn5MhgusmpdbMzzY9llYK3xtXGI8+5KsYAT7iOvEuTjlUV2P7vLimzx23HNTe514y/bl6ZjuFJW0/bBsl2zwt69fKc/kuRZSJCvYiJtP6fQMsk7Jpf78GQaWXZSUFPYfs7FVX+eipdmNuC7z8ywLmOxKfUEkt02rpCnJstszsHHK7ehM80PTuxkqhh7taqiWAcHFPVEkj0ue/+90Z/qmrnKqmS+4CJgUsycpo5kmFhibG7pxnefmYFWRqM9eECNsXZcrpE3uhWAGJna/Ebx2mmrd+DD5dvwZv1GxR08smB30TXy+m9Bp4kLM63XlkGhTNGb49t9EKJwaRqQLey54myh+Y0nP8Ha7XKXh+r2kWd/64Qwpu2q2laxTestx/I4OwTI7pX1R90hGvk4r/vZT9Zh9romTF7GWzWt29GBpz9aHSlN08Vv9rKOdBbd2Zxw3rRvNjsXVix2rB820F4jH4VYpvXFK0aBsEXAUvnI6xbKXSiC3TEBnsPTUi/Mchp5RT9jIrCGyQGbW7rw7oLGithVRKZUU/axGirgUSoKEuSrmEim9YrfqhVG9jC/HU3+X3YP+UKH4vr+3qu2ll8jX+qPXjox0nTAD45fhm/+ZRp++K/Z/D2sFrIIUeuNNfKGs1KZIG866UnEGHJ17ZxNVb9tUHg+pvsQe8g18sH7MjkHrYzQX5NMGNdb2OQgDNZH3uY+1QRi0ICU4f3+b1mwO5v7w+JF6Hzopav5hiVRa7jjtTPV9a7rGgvjslOu8g/zifvGpk5MXbVdeV4UOIuxeNBbqIIXirDvRO0jX+Rgd5bXx9LIS8YW2XNmhOC2gX3kiyDSZSRluf3fiyLtra3aKlCEffc7OzI48+6J2oVudTqac6xlTUiC7B7yQ6KY1kd4DbHeXSk08qE+8qWJWq8S1PP/yhcY7Ezr/d/iafaReTcWtp9SFJwhTA74/P2T8P1nZ+HFGevDE+tFCjJEhHcY9t69OukvmnsS5KsY28mE47jYwERGD9MyueDng92SYHdZRpD3itPbq2WtXRl98CLLjtEW+RYl6uv//vFaAMBEwV+cnUypTDpVyIRxtoNUBTkEejTyBlPJdC64Km76rlMx5r1603q/ALoBIaxDX9LYgr98uKrwt5kgHzQzV93GTtZyrtz3ToZsyhDZR95GkFcc323wAKP7eY18T5oR8w/TJMiEAdPEdUVS+chbWRaEmvGqr7edhJj6/kvvdVw0NneF1rX4KfIuFFZZ9jq8dkx9Hb/9nMK0vsgaeeuxPMY4ptzNRDgubjcrlrEY47yqT7KNyQGo3QNZmjrSgXa6oz0daUHKdKEtLD12Qbi3/J0rTSMf1pZKtY982PZyKs27iUWd67pcPAoxL/Y7TEuUZIBZXYfVQUeP5ecHy+zjExUbtqiiMlCFSdR6Ec96qBguqtVA79jxECVBb3LsBrQnN702Dy/NZAKAcT7ycoGBndRwGtmew16HVpNMFPLrTc3M/IZmXP7YFHxl5AF48OoTpddEKU3OyfsEmpg8qtwSVKiSZAcHW+EkPNidumz61+UnLPWRN6zdVBLI2u1gZk2cZnfJQx9ap2Ua5NB1/cEUyLctc9N6yTGjO/28ZL/DUJXP2H+UuawQ7M44d2GBxnGl/ZmHrfWKqcArMwPM/9Zg2QjFRUZTYdM2Gn9YqX49ej6en74ev7zkKO11YraybQYrFU3cKQ6TRaRS+sjr2rpHHDNZ1eJEznWRZJ5M9JEXTeuLsSpusyd3GGEaeW+ucMqI3QPn2OyM+2bDcoUlxy7yRqtS+5vifKul+M7LFbVeJajnz7lW1pZiu7n33aX40wd+BHbxNlVMJNF6MhXS25hqtAPfbxmQjamhgrzk+cPmIV7/WQnuBL0BaeSrGN0qvqz9skI8gEL/37CzAy/NDJrduOCHCH6FPn+G1cgXzFlCS148vI7y9TmayOYRNEWfvWcCfvDs7PAL4WsCzj1yb9z3tePzeWoqQdWhsp15UfaRV6wsi/Mdx3WNNEzyYHdmZamJMYboJrWcwKjptG3H++im9ZK8mf8D+QE/jtbHZvISNRquqipN05AFu7PpGMR8dAtbYdvTBdLW5MOiEvz0W5fZwZVFWFaw2WUgsDhnWY7np+f7/wfHLdNeF9TI+78rfdJkuo88O16oFomKH7XeT8+kGuMIMKr3JB4Xo9aXYh/5YjYZlfbNe66nP14NAJi5dmfgGhPTevEbi7PzCOB/36y2ube+oDjybyk+87C67FaY1pdCIx+2/Zzjyn3kxUOsEJ8/z1/B7VKkmO+ZtDHTcaISguJFCXYnI+yeVM+zsvVaAesYJYME+SpGL8gbdAA915z/wAeYtnpH4Lzr8oOQzPzHWwWv4Uzre29CZxIUzlibxrC5pRvvLmw0utZhFjNM6kD13vhgd0XQdjBVo5vE6l5XWLA703cdS5DXnFNtP6e7zgSzYHdB809VfYga6jh+mDafF/vObHzRvO++NiVO3k0nr/7vQrA7i3cgXisK68s3t+KyRz/Er1+fj+1taWU6oZprTRlUUc6191jOckUzTtNgdyLiq7X5xln2HKp3nQiaV5svFD390Rq8VEY/TVNz5zBLNaD4Gnk2QZMFkThbvCpN64U6CWjki6+Q1zyHfeKq5zrx9rFYtLFF76LFlknxYGL6WqsOV9+GXpnVgONvH4uPV27jFu2jzZ16V0KxKeIb9Rvw7oJNodeFPbfKtD4uuhg0KoHdceVjWdgziHmx47FsRyhAYlklXdjXZlugEvabl1VRmEVdHNN69turBIuEUkGCfBWja5cmA4J3iWp/cBd8R6aLWp9KJrlgdyZlLAYmPjBxJhytEvNpEa9DTib8gH+6Yqk6VH7LrSJo5FltLJuPZNKvek1h79/YRz5GT6MNdscKPrrJuWUbMPl+2iR+nNIyCAKa48bzw7SZw7MLXVam9T2XHr73UIzYc7B/3LBZcj7yET5A8RbxO5+8fBsWbGjBc9PW4dlpa+3S5vIxXZgwvM6qJMFFhaim6uKVNlXO5rnHEL0gL36KnEbeINNfvDrPvGBFRuVqJMKeU40vpdXIh9djlG8qLH2xfxBj4ugWcYpdlihJq95Va3cWvx4932IckV8jJm863siK9fOX56KtO4trn54Raw/xnrvs74jx6kwXZLe3p/GTF+rx/WdnhypcSmFav257B16Z1RASBFc9vrquItido9pfXplNIT0W1hVE1QZ0fvWFY4Yvs9hT8WzOQcNO+e4mJhSUgSXQyHvfOluvpkGdqxES5KsY3WTCZMId9vm4Ln8Nu02Ld9xbTatJ+p8J+5GVehXQRJCPM+E47raxeHTCcu01fuR+IJkMz1NVJbxpffQyvz1vE37w7CzOh5svj6BZMEw3jkY+VrA7zQyMzV03V7AXsKLVv9y0no814dj4yFsclaEKohOG914TiQTe+OFZgeOAXivILVx4Gnkb4VL4W/we2LxlLg6ychTSVmjag/faCxlxFozyFlDR0gpo4IMlU97b1OHXX6ggr4lcXuk+8qrgnyLsczS2dOGGF+ZgxhreYq3YwxqbnJk1XfS8wkzQPcRI2uIzF+N1K838IyQetmuJbiJv4nYhHte9A/aU7n2ms45ywT0K5guOsSR5I9rYAK8hDTasPUcJdvf5Bybh5y/PxbOfqBd6tfvIQ/7uHNeVx2MI1ciLQrn/W21az/8t+3ZN5xLFVqpd+/QMnH3v+/hA2EJShyvpg6O4ZIU1c5lGvtTbUJcTEuSrmGJp5E2v6Ra2owH47ecSEm10yQV5I9N65neECcIDIX6jXl0nE4nCZEGXjeq9sR1y2tJHnq3mH/5rNt5Z0MgFWNNqCFyzfeSlPvKGxTQR5Mct2hzYVxgIMa0PMWH0sBUywlfXzSZ7heuZ31am9ZL6tTHWiKqR965MJvKR6k/uCRDlJfFG/Qac8Nux+HjFNsX9zKJUBEFerEfxO2fPq/wnZemI5dCVSR21Xn2T5NPSwi+vuZEF48ClFvdubPZ3MrHVNJvWSxS2tnbjZy/NxSyJT3MUuD7QcNFv+uodGF2/EV//09SilEGFtY98CUzrxePiImBAIx0xf5NdZKIsZOus2BzHLSyyh2FuWq/pByQLmSpUW49FwfT2OAtBpViwC0vTdPu5bM7BXz9chQUbmgvvS9wdiL8/eMxL0nXlC+73vbcUF/xhslFafLqiIO8/U0ayI5TsHqkgb/g+dAqRKEzpGfv//vEa43vEsffh8ctx82vzrfMO18gHfeQrPIRLLEiQr2Li+siHrVDlNfLshFmike/5OmpSvn842/mU2i3HxEfeNBJ01H7O6+yTjI+8rm5TikphtRDFCHbHojPZNR0IxH3vbe6tCelp2ruz+MGzs/CDZ2cFT8b0bQSKb1rfziySsH7kqokBm1zOcY01TtLt52w08qwgb1EJ7OJU/t+evHuO/+SFerR2ZXHdPyXvC6Irga/hMEUsqriXPPunbIGpcJ3khUTx8zeNs2E7EQ9ErdfsO8wiahfFZ7KR6xub/T270yFbS4jCEFu/pl2WqRD6q9fn49XZDfjaEx9Lz09ethW3/3thQeAMG2tMg92Z9GmljFpv5CMfQ5hSCcli/yAGuwvGXYhWBq4vVKRx2aNT8MSkldJzKnT1lnP0OwFoF7oLx9V9UCA9bkFOfZ1XNlk5TOH7KdN7orefKAJRWHZRTevFu16e1YDfvb0Ylz06pXBM5x4p64sK45Vk8QrIWzzKyxI+n2bhNPJcG1C3nZzk2zVdoLdRqi3e1IIljS1G15rMwWW4AB4cr1eSAfK+Nqw9JSUa+Uq3GIsDbT9XxdhGrRcJa9eij3y3NNhd/kc+an1QI1/qABNG+0S6yj84UskEnAiaAO+WFOsjr+nbVBMK1XYkxUA3UXGhNjsMe3tRgt3lnOBWRl2ZHLKOi2w6OGBryyARGItBWPWzK+gDmAAAqgkSN7FzXOOJlMoXz/T+tMSKxgTvWu81ee1DLE+NwtRCZikRZ/IoTmDYd62zXtFpXHr+MrqXu0f8fmI8l6jRLpZG3pugjl+0GROXbpEudjiOi1vfXIj5G5oLx8KCbIr9hGzBJgxxmzMVizfpJ5LX/G06AOCA3Qbhvz93GJKJhHaxyjgwn8FjFNvSTNx+Low4OwSo95Hn/04LQdjEYkVt9qYLKve+uwQ/OO9w43R1WnxdHBjAbHFPrB/TrStlz1hXkyx8k5wQF9P8N992wttmnFyivPfwQHARBXnhvmWbWwPXyGLZ+Pmqy+IiWlwZ0/NZlUZeGBNU9/jpmgryRpehM53DpQ/nt+Nd+rtLUFeT0l5vI8hzw2isxST9vZ6yTIw9YLK1ZzVCgnwVE7aPfFxETaJsMphlotb7HYV/U+lN68Ofk71Cr5FPIMoQ50gXM/QLBjL47Uhsy6GvZ34SqxaKvPOmnZ3pOMfKe12ZHIbU8V1P+HuRw96m337Orj7Drjf1o/QT9H/mXPn+tF6+bN3LyiF+lzrSUYPd9dzmlUVlaVKnMLXgNbX+xMgU8bkzEYM/xjGtZ0us03qZpxdEG7XeIq2AkNXz73//Y6bynnGLN+Ofgv+oKvCpR3D7ueB7DiPnuKjVzw0B6C0tWBp25l0DkglAZ0/A1a1OCDPIs/g+8n6CZhr56HkpfeSFRpQWzH2DWxxGK4QsfkYxCHOtiqv4sNkJIkxgGTawFt1t3QB4E+so3ZxmjVF9T4xqN7ZosliUDHtuUx/5WklU3VbJ7jK6cnltwXXNt4lVpaU7z/5t6iMvDXZn2GZM5+KsBUNnOhcqyFu57GnGURvCXos3xxblg7vGLMZPLzwStX1MlifT+ipG5/Ni8nGZCDecL6rE7NLXyCelWrtSR623N61XP3NNxMKyUet99wL19aps4uwjH9ZH8xML4ZzL328ztzIVkFNJ/zrZ6rouHX20YbN3aztxCbveUQxI0hg44jWuuo4DmlXJdXnNrRnc9nNW2oX8tV67UO3GoBrkpab1MQRTXbA7HTINramZPGfmrruOFcYtpydiOwrT5JmUATCr66aO4LZ9YYK8OBk08XcWMX0ulRZORdjiI1vW9Ts6ce+7S7C5pStwXTlM6/n8Ta6JPg2WBupC0OolnWPfbTCuR3E08tHSkKGzYsub1qvvNbKCsPnG2AUuyYW7DPQXstlF+7jVcdOr87FwY3P4hTFyivLew24Jc/tS9UsBCzHJZMFWkPfaQn6cthm07E6zY5rKKiMQA8DQR37mmh1YLlgnGGuiOeug8MttlE66rfWUxZGUO9RHvkeyFS0Y/vLhajw8Xh+8uhohQb6K0Qe7C78/7BLxvCyoVMFHPikXYosdYEPEbMEi+DudDW6dEbWsXhmSCf+d6Doak+3novodqdAtZgSDsPh/h/udmuXPZtFluY2ddgLGpuHkhZOv/ynoU2s79wgbKFQLCCaRznWm9cHo4/KB23QBRfRzNcW7tOAjn/TS4BMZWCsfQtir/CLYCKb83+L3EKXdye7V1YnKiiWomTRLL6x8numfrJyh6YT8bUpYkE3xU4xkWm/4YKYaeY8kNwGVfDdMco+9vwJPTFqJ70ticpg8RrHNM21dKuKY1ptr5PlgqWFxGEyJulgVRljUelPLLmUagTgd6ru4cUly2TBGkOd95OPVx6uzG/DFR6aEXhdLIx/h5rCguKq69NzWdBZsLDKNvL1pvZ92lMVvFTpLyAy34K5OU1Ye8ZoNTZ248k9TceGDfEC+KNPbYvdFfHLRG6FpsDtZ2RY3Bt0vqh0S5KsY7cBk8AGGXeK6ah95D28VP8UI8pW2/Rw/qOb/+sZfPsHZ976PWWv9bYWi+vOzpvXeBE9XKlWVsBMpe9P6EDSTJzGnYpqT+df5Dy3TtGm369Pov9jbcq6LRyaswIw1O7XXmWDj7xYmGIq+zzrTehOtlwt1+xK/e04jb1EJoo+8ymVEpZGXLXTYLSToJzDG7U5Sz7zwbDYZV/0WyxIQqA36WP9eV1gUsH9fJvfqzoVp5MVPkTOtN+4LjC4LL0sPflvVm6fL2sycdU3B9AzyVPXhLV0ZjJ6zQSs8SLEUbuNp5BWCvHCcrX/HDVobRS0D1xcWUSWvjVrvhmnkw9MXi2pqASa7btjA2sJvW8sTXV4e01fvwCuzGpT3xKn2KPeGm9bLz3uBZE3HywFhUXUNysVvP2eeVlgb0mnX2bbL9c9CmrL5rlg3a7e1S/M3nYuzn5HJ9xndR974tgDvLdysPS/zkffzLfLcugIgH/kqRvddFsM8Ly8w+NfIJlasRl422S+1IG9kWi8EvABQ2NLo+enrcfKIPQCoo8mHpt+TZtLQR15VJzlFx14MVIInEOxQi7kKXbiO+W0ryOvsWDltuOOirVseodbe5Dlk4qEYbKWmeghqXlVCj4mJtOOqB0HX5fsFdkHIboEm/6/vIy8P4qj0kWcFvEg+8vzf4vdgOhjL61kteLOo3rGYpPhubRAnNqZmx0FfdXWZRBw3H7NCtkAWpgXXaeTl8RwkE+Vi2lMzsP1qJudCXGMyzdakfKqh4ofPzcaHy7dh1HH74Y/fOtksQ4gWLCaCvHHSAdRCkXrxzEXQXzjqfDiKFYcJoVHrdQOJQTFsTOvDTIiHMjFidrb7Li7Fqo+r/pzfLvHT+w7DcQfuGixfjHyi7PoR9lyqd1eIPq64XyyLrXukfB9571y0MdMjmdAv8vPbDcsXt4I+8hJlmnAR+xebh2nVcEH4DDoaq8DMmkXvYpJU+MgDxe1zKgXSyFcxOiHZRDsSdoUrCAx6H/mEdHJTah952xV9sVo6mSjpUTXyXl3no9bnj+mKZSTIF1kjzw144oDi8gHW7DS39tfJfeTV9+otT/zfugHFduJrE+zORPgKrMYr3m9gsFcIR6rJlHg9K5jZrA156fhR6+Xp1ylM69l6iKJ1E+8QLVTimNabCt7KxRKIZXGV58IQtfnG1gLiKVGQ1wVz02rkQ7af0/jIy9ZUZe/Jpn8xwUuN7b5lwRGLqYlRCYUfLs/vrTxmfqNVesYR9XsoiWm9TiAo4itzQtpMVLT9v+OGuCIaLJ6I9WPYd8jeFTvX2MHEqojSRHXfuug+6N8TnShjftgtqlfnCea6hWsWmWm9Nl9ZTJuCBZl8H3llWkJhaoSyiEmx7TWjsJwz8ZHXLSz/efKqwm9T11FOI28wD7WJ58SmVkp52tfIy3ZrKV2+5aKsgvzkyZNx+eWXY/jw4UgkEhg9enThXCaTwS9/+Uscd9xxGDJkCIYPH45rrrkGGzdu1Kb5zDPPIJFIBP7r6goGtal2tFFYLX3H5RfwH542an2qNBr5t+ZtxPXPzUK7wlTRxARdtzLckfbTLY5pvZenulyqDpUd8MN8VUXCSq7TguhWisMw7YzZJLsksRb0FgxmeWgHFMtRI6wKVJMUVZR08ajK4iLM7aGQnnLBoOdfx8WbczdiW09kZCAoQC3a2IIXZ6zTaiU8gaWwj7xwnTrYXXAyYvUKNNrBfDnMElNZSJikI5q9K4oW6lqhg7vedWGqkQ+kI/ova+7VpRvW74j9eVh8iN7UyLOLkRmZG5jhyzG5rNiGZmGCn4yo9WhqWi8uKoXFVjGF9ZfuTR9501gr6jTM+6DQMYG5YgejkS/2l6F65jjVHmaFUzjH3aPPUHVeFIYDeYiCPGMhNrQu3OA4zLQ+zqJjbVK96AmoLTDZ79pEARCwFGFq/t53lxR+ay1S2DyYsphYhtpo5E0XquMi20fegzTyRaa9vR0nnHACHnvsscC5jo4OzJ49G7fccgtmz56N1157DcuWLcOXvvSl0HR32WUXbNq0iftv4MCBpXiEsqKP5m2Sgv4i0ZxO6iNfEGKTvn84k2xcjfyP/jUHY+Y34i8frpKeN+lodJPNDkYjH7WofNR6/Qpy/jpFOjE08qFrMpo60JlUhnX+xTOtV99rGm1Yt6hj23XbTDxUQdF0BVCVNfBuZCvwmqfx7n97/ib8+Pk52rRHPfIhfvnqfIxd5PubTV25HbeMXlBYOPOC3CUL7ZpPQ2VaLxNMbLTV4mNHDXYnG8hNJxAqAV28Wz+ZNW9HgXRj1JfuTl26ofvIa0z65ZPiYBrF1sgX8uImxmZlkfXFJn1asV3GbIQe2+tETAV50Uog6CMeKfuAO1Sx0JrWu/otVY2i1gfqR31tmNUPe2x7WzzTev0YLT8Xb796vl2osLEyUb27MHdHsb5Y4Zkdm1TtTHbYm1I6rhvJis1DVAyJWam2G9YtDMu3nxMEeUVdm87FcyH9qEjDzk5c/1wwaGgYpi0wTlcrH/+jp1eplNVH/tJLL8Wll14qPbfrrrti3Lhx3LFHH30Up512GtatW4eDDz5YmW4ikcB+++1X1LJWIrqB6ct//Ah//+5pUv8oj7AGLWr+ZKb1rI+899Gw306xotazq9YsJqY/ruI3wAuVUb9vb5DIR62P4SPvsh2ofARxXRdPTVmNEw7aDacesgdzXF9G3ipBnq6sHGGYTzr93/YaebNow7q9xm0777DxSzXYqu4TJ04q6wGTea1ucuGVRRrEy82/Z7HfWL65FRd/Jt9ffuMvnwAAhu+aX/j06r7gI+/ybWWgYkNwWXuyeQfB+tIvPqmQTtR0HYIiD+4yjUATy/fUNXPTAIKTG11EZFk++USC52xNtnmhTJKXpIKLtTWqf21Pusw9sngusjqRWWGZ5Mze9ZfJq7B6ezvu/PKxyuu7s/r9mE230WTJuW6kCZxSkA9o3JnfCO6UEbWpR7U6CSPMtL7oGnnT9xSiFWzuZOK6RKgPnVCeSMjLGUsjL1hUJBWLBTrNcuBaxfkwK0nxLlaDzwa+a1VYdMqt0fzxymZhJWAdIJrWC+1A1V+xx8U0ZfNC03ZoKhDz2yCbpT1mfiOaOzPYdVCt9rpo28+ZXcflo5lz9EWNfFUFu2tubkYikcBuu+2mva6trQ0jRoxALpfDiSeeiDvuuAMjR45UXt/d3Y3ubt8EtaWlBUDevD+TkQfPqgRyWXVk3B3taXzzr59g9q/PV9/vONrnS2cyyDJ5dKV5QT6TySCd6dHcwUWu5yP1jgH5CU8x6nDBhmYs2diEw/cegkzOwYamThyy5xBOeFPlwx7PZLLc3x1p/2/dB657hmzOqxcXTs/vnOMq70kwnRl7DSvcZXIu0ul0QOh6d+Fm/O7txQCA5XdcVDiey+l9W9NMW3aEvWAcx0WGWaTpTmeQyeQnnW7IvjFpoT5lZDIZbsLW1tWNZz5ahYN2H4Rzjtgrn05anUYul1Pmwb6zrnRWufKuS0NGNqt/LrG83rvKKL7JjLAIpvJFTqczyDC9crekDDnHUdZXdzqNmkQNFK7r6OpOB8wVk4lgW93Y3OOK5ObPeW02k82irdPvK2uT8m+Dfd5sNl/3WVXdyJ5RWOjoSvN9cTbEl9tPJ/jeHbbP6HnP3jXstex1bH4u+Ppi30U2x/eprqvvO9jnzOVy3N9iX8XiukIZhOtyWXV7T6czSMEJ7TP8cvjpJITjbHnT2eB4mZZY33Snw8dVMXaJ7nqnZxxjJ6Cd3WlkMvykUmxTQH6hKlBmxbfFX+fndeeYfH/8tRP3l14/YckWfP+5etx62VH4z9PlCgj220ing+9dDJwFAN3dGSTD9vWS0J2Rf4dp4b2wfWsmkwsKIpZ9aiEfdjwO6Wdt0hf7WBZHZlKgyUeWbzrN15tu7GO/ray0D5ILcY6rnjeoyGmeO5fNSdtzWL1r82P6xXQmA9fhxxMvXXYeqOvLvPMywlzexTl6gvkeWAF3Z1un/H5JPXjP5yLYr+oQ37MYeE88z/aNbFtix5q08HxdkneZFvp61TjrhMz3PbqZPEz6ao9cNouwS9k+WFVOgP/+osjdTs/8Oy3JI8vUQyXLdzZlqxpBvqurCzfddBO++c1vYpdddlFed9RRR+GZZ57Bcccdh5aWFjz88MM466yzMHfuXBxxxBHSe+6++27cfvvtgeNjx47F4MGDi/YMxaY7B+heYWtXFmPGjGGO8NeuW7ceY8asVaYxfvx4bOn079uyfSfYqdzbb4/B3M0JACls3bIZeUVrEnPmzgOQFwQ7OzuEMtiSz3v2uiZc8shHePjMLB5flMSy5iS+e2QO6WyyUCZVPpuZZ/jo44/RuMD/e3tzW+G+rs4UVKZoumdYsSYJIIk1q1ZhwPaVAFJobmlR3tPc7OfDXtPWzuf/1ph3kBKKM25Dvr7Fe9euy5dBxfvvT8Leg/K/d+7k82lpbcWixYsL6Y6fMBF71PWku0af7gcffIClBp+IC18b9eZH8/HR5nyaD5+Z72g3dQCqdlhfX49UwxzpOfadLVm6HC0ZSMu7fOVKjMks15SQz3vBgoUYs32B8upGobxvj3kHyQSwcJP/flhmzpjJHV+/YZO0nGPHjcNQRv7YyrTdQt6NjXj3vY2B4wDw7ntjMagGWLteXo4x77wLX1GRv3/50iUY07KYO+axbdtWjBkzBps359vB/PkLULNxfuG6TRu8PoRnKZP/ilWrMWbMSszZpiiT5DtZsZZvdzNnzUZurT+irwxplx5r1wXLt3Wrf++0adPRtNRPl7UC27jRv27+gvmFsjuOw3+3GcCrj6VLl2JMx5LC350d+v5v6zY/j+UrV2JbKwp/z6mvR80Gsd3n021pbeXSbUn75wBgydKlGNO+BPI28h7qUsC8LfL3IcLm09rK910NG9i6nIHWZfysKy0Zoya+Pwn7DNLnyT5P0nUUdZg/v2btWowZsxrZnF+2iZM+wP5Cv7RxU7DNuE4ukPZmyTcH8PXQ3h4cK6Z89BF3n3f9zz7JX3v7W0uwh6JPWbjTfxeTJk/G8iHCBW4wP+892rJc8e18NHUqNi/0/25u8fOcO3cuWtv9sRYAli1fjjFdS63zb2be7WOTVmH96uVQtUObuUPDVvX43dWdxspVK6HqM8aNnwDZu2PZ0A7uGt3Yt5Lpv9auXYcxY9Zw5xsb/fPNrW2Fcre1tVvPl2Yr+lUAmD17FrpXuxDb87Rp09G8NJpmcv16v+zvcOMJz9RPphbynTDRn1PImKPoi7o6OqBzepw+YybaV/jPUb/VT6eto6tw75hx70P2Tc+aPQfuOr4etu/It6NcLofpwritQ3zP3d18e1y9eg3GjPFdRJcwY+TS5f78hJ3LvT+J7yuXNQfraemy5RjT6X+Hi3bK69Ibh0Ofow3w6mrylClYN0x1JV+fY8fm5x462HH9k2nTpOUE+O+vs0P9Xavwxsf5O4J1sXNnU2GcF62+K4mODnmgShlVIchnMhn8x3/8BxzHwR//+EfttWeccQbOOOOMwt9nnXUWTjrpJDz66KN45JFHpPfcfPPNuPHGGwt/t7S04KCDDsJFF12kXTQoN53pHH4xfYL2mlGjRhV+/2TqWO7cgQcdiFGjjg0c9/jCF76A1ds78PDCGQCAgUOGAu3+HpWXXHoptk9fD6xeggOHD0dnJodFTVtx5NHHAKvzHcuwIUMwatTZkZ5PVuZRo0YVji3N7g3H3cGdk7FiSxtQ/zEA4IwzzsSph+xeSCNRU4dRo84DANy54AMg0y1NQ5U2AMx8ewmwaR2OOOJwnHHYHvjj4lkYOnQoRo06S3r93zdMx9q2pkC69yyaDHT7QRkvuPBiDBrAd0IbpqzGW+uWB+6d/PoCTNuqDgR57nnn4pA987PDJ9dOBdpbC+eGDB2KI4/cH1i3oufa83DQ7vkZyoy3FuPDzeuV6Z79uc/hyH2VPT2A/Pf7uzkTC38P3mM/YPMW7hmWNrYCc6dK7z/hhBMx6oT9pefYdzbi0MPQ1JnBJ1s2BK47/LDDMeoi+UIeEGxnRx1zDEadOUJ5/fLNbbh77seFvy+55BLUpJJo/GgNsGZZ4PqTTz4Zf1laX/h7z733AXZuC1z3hS98AXsOzc94co6LdxY0AvXzuWv22XdfXHTRcfjF9ImB+y+48ELsOqgWDR+uxrsNwYWLiy6+uGAO7z3zCccdi1GnHcQd89h3n30watRJeKdlLubt2IxjPvMZnH3UPsDMyQCAQw85BKNGHRWsnwkrgIb8pOXgEflrsnM3AcvnB66VfVsL3lsGbFxT+PtYoQ3MGZP/5sIYfmC+j2N5acssoHk7AODU007D2Z/aE5lMBu+NHYetux2N0w7dE58Zvgvebq4HduTb6Wc+cyywKr/YkUgkMWrUxYX0tren8euZkwAARxxxJEadf3ihHgcNHoxRoz6nLN+/GmcALTsBAIcddhia1zcX/j7++BMwauRw7nov3V2GDcOoUZ8tHN/S2o1bZn1Q+PvIIz+NUecdJu3bL7zoIgytq0HH7A14fuXCwHkR9v08uXYqGnr6jlGjRmHsS/OAbfkI7Sefcgo+/+m9uXs70ln8P6GdnnPOuThsb1FS5Vm9rR2Y9REAwBHq28N7thEjDsaoUcdwz3rGZ8/GZ4bzY/dbTfWF9+lRW1sTSJsdL1jYenh4+UdAJ79f8wXnfQ4PLpgauP6mmeOR7XEnUo0jg5ZuxZNL8os2Z519No7Zny/7z6aNC2jEL7jwQm4/clNmvrUY2BTs00877QyccZjvrvX4yo+xqaMNAHDs8cfjw52rgC5fs3n4pz6FUV/4lHX+jS1dwKzJhb/fWKsWlHTjLovruvjlzAngo7H4JGtqcMSnDsb4Daul588//3z8himTLN+FG1uAeZ8U/v7c587BEfsOlaY3792lwMb8AuKBBx2EUaM+w51/c+ccYOdWAEBN3UCgxyJU7C/WbG/H/rsMRJ3ChQkA3PmN+PvyedJzp5x8Ms49ci/89JPx3PFTTzsVn/vUXso0dUx6bQHQM9e4+OKLA2XLZDIYN24cTjvtDGDeTAD8nEJGx+wNgKQvGjZsKLZ2tyu1siefcgrOZ/qczNxN+OeK/BjjpmqAHu32qWd8Fpg3PXD/CSeeiFHH83OLZxqmAa3NSCSSOOmkkcCSemW5WQ46mH/Pdy74AEj788mDhbFy6Xh/jDxwhH+Ord/PnXMuDmf6ymErtgGLZnP5Hnb44Rh1gT+3GbJsK/68JKj4OHiEfKwWmbOuCZifr6vTzjgTp4zYXXqdOLZ4cw8dC8f64/ppp52GxxfJfevZ7+/+JR9ie7fcokLFkJ75d82izcDSudy5XXbdFRdeeDLGjRuHCy+8ELW19n1ob+BZhptQ8YJ8JpPBVVddhdWrV2PixInWgnUymcSpp56K5cvV2ri6ujrU1QWXC2trayv2JQNAzkAjpSt/IpHUnk/V1CKV8ptIWvCXSdXUwO1ZKautSSLdM9HIuf7qWSqlz8OWmhq/PMkk//yqfFLsPakUd11nJlf4W7c+rX8Grw5qUFtTWzimLA9jcsVeE/ClE8oKAAOYZ+HP6dtCMlWD2tpafLh8KxZubOXOuQCQ8O9PJmsKaYt1rEo3DPbRuIE/mUJtKolkSt0VpST1wJW9h5ybQDIhL28iadcOVd/G+h0deGVWA05nJrxA/luprUkioaivZIqf7Khcz5I1fn3+fsxiPMlsH8OUDjWqttXzPgbXqb+F2toazuxw8AB1P5fqqbdUz3Mlkylkme87qahXvt3kv4VUSj4ZDb8fcIXvSVXPIgnJd8i6q7Bta9a2BJ79ZDmA5Vhzzxe569j35wplTqUY4UGoj0RC33e4jKYhkUxygavEvkp8Br4MvHmt6r0AXhuoRY3ifYhw+TD1XltbyzkwJpLB8qacoCZF91weXczj5BwXyVSN0l82mUxy41RPJoE8XIlWJ5UItg92vGDh6yGYVt2AAdLr83XmBNLg8mTeBdv/eki3djXse0VyCu2W+P7YLiqVTAXGR10b05FKqU1qRUzTb+7ISGOveDgOtO29pobPR5av2MaSNep2zPZfYt8FCDsssIMB019MXbkd3/jLJzhqv2F494ZzlGVX9atAfr4kGytSlm2nfn0Tnpi0Ar8adTRX9praWtQqFhnYPjMsv4Rq3E4kkEokkFX60KeEftBPh3VZyLqKcVnTT7gAEoZ9ZE9q2vmc2GezH7UDts3Jx6f8LcHyeHOVbM7Bqm3tgbkGc6XZO08yY12IjMDfFt6m2HE70Gcz8PVklD2HN0Ynk8G6YMfvSpbxbMpV0YK8J8QvX74c77//Pvbcc0/rNFzXRX19PY477rgSlLC8xI2cGxogTYxaLwyUjuvyUeuRn32xHWiRd+mJFByHD0bGJ8BGrY8aA8OPWu9HBvXq5qMV23DCQbtxK5WqIIUmW42oJrNhAU+8QGfffiq4Kg3BfbAUwe7Yq9ggMJ2ZHGpTyZCtfAwCd0G/g4FtEDLV5V994mNsbe3G8Jn8LhhePaiD3fGIUdhl+cqFePTsNy7PyCuHKrCW972y/sQDVLaR8NtqgmnX7IRZ9f5l7ckmUrJ4pRjIyvR1ytqyKohdY2dCuE6eYTDoFxPUybacLv87bDs3dTL8tWJQQqsyaRB7n7AgbbIymPQvbUJwqkzOQUoyKfMQ2wf7fW1t7cYHy7aiU+KHKw12F1K8dds7AuXL3ye/0STeq26MArzI5MF3HAVVoE2x/2STl0XwLkawu2KxqUWvsQuNWm/QN+mCAQbS496n/jy7VSJbx6/MagAALGnkF94DaWnO5YPdBY/bvoMvP563jlm3oxNH7edb4OnSsYpar7kglUwoAxnqttJlF0hkgZpl9+fTcAv/Wm3FKwZoDRkL2GfOZP3f7AKAbu95MZ2731mCp6asxgVH7ystn3EQTUdeljCM0nfZn4Zzxxhzft2uBH2Jsm4/19bWhvr6etTX1wMAVq9ejfr6eqxbtw7ZbBZXXnklZs6cieeeew65XA6NjY1obGxEOu1HML/mmmtw8803F/6+/fbb8d5772HVqlWor6/Hf/3Xf6G+vh7f//73e/vxSk7cgPChH5IrCkrBjomNWu8tLKgicBYDtrMIbIWk6HRcvvfQEK2shX3kE4lClH7XBZ7+aDWu+dt0fP1PvJmmyfZzgHzCpRLkwzrR/D7AinPg31Mp9pHnlA7MI3hBrUwnRZKzhV8q4Zi/ygxVfW5tzZvKFYLBGd4XGMQNJyaqa1RXecnWiMEVvPM9VcTu1iBG12Xxmpu/G0N+8cVDVdy4W0yJQpHY98SJWs/eyuZTl1QL6IK8rczDtr8TFxX4tYPo36ELV9nGvHR1go0ScR955pOTR4AOJmEyORQXMXX728uiS7PC0befmoafvzwXH63YHrhXthiu+ro2NnXi1VkNOOf372OT5PtXPVZY5O18nj7SNmSxw8CSxhZc/9wsrNgiFwBVkah1UdnZMyf3mNpG3cKsFEGjZe+Dz9O12q5XF81c9Td3v0Va3codTOJXVCKhSCdi0uu2t3PP8/LMBpxz3/vStha2OMWi6xLEoHFcHobpqKw15DsK+P/aKTX0aQe2+WW+QzZoMz8mCPdIpFBvfH1qymoAwPjFmwPXBNJ1XWxukX8zttvPydJXwX8XZulGE+RdZZkoan2RmTlzJj7/+c8X/vb81L/zne/gtttuw5tvvgkAOPHEE7n73n//fZx33nkAgHXr1nFmTE1NTbjuuuvQ2NiIXXfdFSNHjsTkyZNx2mmnlfZhykDpNfJ8RyJb/Sxo5FOJwhyPnXQVc59YgO9kZCucsq1Q+O1S1GnH1TAkk75hrOO6eKM+7+e0bHMbd73qvQW0SpLCKjXyIWV0oe7AHJffWogdvMTc9hpah21tvt+XsUaeuYydSHoWEfqVfbN0MzlXue+sbDI1Zfk27DVsAI7ab5dAVGjbZstuWWOSv3ofeZO8wvNR75ubP97NCDoqoR/w26rX7FzX5RYBjDTyjr5uco6L7z0zA4ftPQS3Xv4Z6bXiolacvba5LXCY40I4CkHgV+fB9ZGWDUec8EfdmkvaNxsuKtkgthQ235yTXyDitiSU5GWiEdEJ5jJ0fadOoynbHlVVvs/eE4xJwd2nqFgjQV6YZIvIUlAt9Fz5xFS0dWcxa+1OTPvVBYHzsnEFyL8/Pn3+t/d8KWZRLwqlmEhvDhHkc46r3W9dLFNXxsEfJ63AeZ/eByeP2B3jF23Ga3MauGtMF59l3yF7hF2AZt+pqRAVZcvLOPvIs3e+u6AR63Z04JNVO/CpffhYOTZ9marfTED//eiso1hUGnnZ5cXqg0ULl4Cgz2rkuX3k2fGEv0fWJrxDA2qS0m03C/kx9/5h3DI8OnEF/vG903DOkXxcE7bcptvPycoqQ7U4WGz8xRjJt9f35PjyCvLnnXeethMy6aAmTZrE/f3ggw/iwQcfjFu0qiCmHG9kjs1+bbIVxt7WyLPJiVqanONC5q6lW4wA8oNIMpmI3LF4xUglEwUtly4tpVZdnIxKOmWVoBq+77mrnECxCzKAXmMmro6bDnTsdexA0dGzpY9eWNf0EczvTM5BSmFSLiaxamsb/vOpaQCANfd8ETUpfhC0neh46autQnhU1gMmgqDrusoG5t2u+u6846wgr/tEvTVSXyPPC/KqW232kZ+5Zgc+WLYVHyzbii0t3fjuWYcETQoD+8iry8xdJ7lQVY4BjGFCzuG/F17QEvLQ9JFh3Z9ofmq6eCAS1MjHs/pQIXZdbBb3j12KG1+qxxs/OgtH7beLMi+TMSEgyIdMKMVnDRP8PWRdcbE1zSYL7uytsq5BloaqHj2z/80t8sCtKtP6QNtlfrPjh9cnRF/4jnafjjCNvOMG50sH7DYI29q60Z11As/yt49W49GJK/DoxBVYc88X8d//mBlI03hxT3Kd6jvn20F8G+AEEtJyxpmWycZyWXIO94z6DHV9kl6QF/5WXNcl2QZTlS/fn1u8A1FQD7x4V3me7a9403r1PeKxkQfthmmrdwTO+9f5v1dsaSv8Kwry/FzQ/PltxxXTBagoC1W+q2O08afaKKtpPRGPMNPIsPlDWHN2hSmNOCnO+4HnP/RUMlFQG3QrfL6KAbe3raGWTjVQerT3CJNROgw231QiwfnIq2DfG1un4mqrzOebHdR0Hb6IKCSw5CdpzN9MtmIbE7W3xppR5jc7Ke800MjrcuA0GJrJvnhm1VY+4vQAwbzctimE+siHCKY2+ebleL2gLpaj0C57TnRz5vHhbTWhNK0PX7goaOQVebDt4e35m3Dln6YGni8j+u/G0sjL/2AF+fZ0VmtOz+Wh8WkMgy3e6PoNqF/fVPh7XkMT/jB2qXISGpawSqMXZxoj9gfse1i9rR3dWQeLNvrRdmV55RwXz01bi/MfmIT1O+Rb7Ihdn85txkvT5noPqWl9ZAFVfqOZRl6fjmwst/FfZTH3N2YWmZgyes8TdcGjFBr5La15QX63weYBopJJ9RwpzC8dCBmzQt6n6k7ewsVU0NGcC8ziwu8Jz4+dg7mBYx6qWCQydM+a0gQ2DZGVC6hM6+WLLGZzimBa4vxNmC8LReBN2FnTerYs/D2y8nj5Dhuo18vKYhbI5pglNa0P+S6k9xiXIJiPTP7oi6b1JMj3YcI0AWHtWRT+gn6q4T7yugBkUWA/QtGMSO0TKr/fo7WrR5CPWCYv30SC0VxqHpud13G+6QZaKHZSqDLJkxGmkecmEJq0RH9q81VV/zdb7o6Cj7x2NmJ0KsyPloX9NLI5B7XiAoXlJFlnygUEJ71KjbzJYAhXvSjTUxCx/EnBHJbTyGvy8mrFqy/X9RdfvL915QBY03rzOhUvzQnfgmlSYRM19r2wTaC9O6udUKnKEkcrsa0tzZ17YcZ6PDJxBR6duDxwrUjQfzfcvSKKQVcg2J3kmrAFRsd18evXF2DV1nbc8dYibRk9tN82JIK84fdbTEFevO/lmeuR9802qWmmziRll5vW25XPQx3sLtiG/Lz8xd7C80Sup+JPpL1AvEMGqIUZsU0l4M9ZAppdo37YDFlaJoEojQV5TUkcR95O4rwB2VgepvUP95FXn9f7yLvavz1sgt1FDzjKpOEEx2iddp3dEcrR9J86jbyJVab4WzbH5AR5i4UMIyUE89s07SjdhU4j3wfleBLk+zJh04ew9uyC14QFo7a6hQl2KpksCKjspMtQMWIMKyCLgrxKeOZ8Yt1gJFJP4xX1A/fqJZVkJwbqxNiJncyk3Ru4wqLWZ7hYBPoy6jTyYp3oV8dFjZw+30KazHVyH3n1vaZR6/XB7uSCLQB09ETOZ7FWdrleecInaEBQw+znG56x7l17t4vv0PMFlpnW6/IUfeRF03oTH/lC/AB1sUMRBTNjS5AQ03ruN3NNe3fW2J+PbVu2WlKTq+dvyGu49e4nwTIptSkxXgQrk4o+/R66OCYA/066FSbwAUFeYyrvutFN66VR64ukaf5/r8zDRyu2R9DIB8/LrO+KrpEPmNbz79H7Hlg3myiUYiLtPZO4IKvLlzEihAuXb9sGeeo18tH6BE7QMbxPNx6oFvDjaCVl/V2oQBzyOaoeNZHQW7SI96keS6WRDwvQaaeR9n+z4/v15x2ez0u4Xmlar1lI0PnIh71TWTR82ZyJzcPm+U3auenizhOTVuK//z4TXZlcpP7YS1o6/vRBSb6it58j4hFqWh/SoG99YwHGL95S+DtoWs9r5L3sug0m+lHRmdabBHdy3WDn5P0VtayFqPXJBLNNl3pCyI5LXllYjUddTRLZdE6qhWIFUHY1Nayzu+zRKXj4P06UnnOhHzxYovrIqwRuTyjUacC9ezM5B8s2t+KY/XfxYxEwCWdzrrLN61bHu9I5yXPZtYVQ03rhb3Xk6PC85MaSYjnEhYue8xLTel2eYtR613ULkfvzf+vLATADvLJuZMK2MIHpaTNvzt2I7W3dxu0uzKxVJci3dmWFfiOYTmc6h4G1Sd6nMmK70eG5L9lo5GXCrX+tRQEFOLcgV54WWwdh28+p2zH/dybnYNbaHcg5wGmH7sGde376OjR18NYMjuviwXHLcPT+w5BKJpR1IRMSotaP7LaVW9uKErVealofcbxSLXjq4js4rv+Ven1l1KHdpn69+DUeyze34uEJy3HDBUdwwdW8uqjR7MAhtsVkIsG5DCXAvIeQbz9/XJ5PW3eWi08ge161dZz9AoDuKva98fkYJR0gkUhIx3L5M/Ll0GGjPGAR340qGbWPvOyY/TvQ3ecpCXTaddZylVsIFfKQWbh6Y3rYO5XFfNGZ6ufLUlwfebY16hYJ7n13CQDgpZnrY2nkw7af7SuQIN+H0UVpBcJXnVkhHlBo5BkhtmBan5N3SraE+V2JZkEmwZ3yk8/gc+R/RCtnIQhQwhfkdYI1p5HveQa27HW1KbSnc9IORzQJ98sQXs6fvFAvPS5q63XvLKi5Nqs0djhgO3ATjbx37ucvz8Ub9Rtx06VH4fvnBle59ab1fAbsCn1HOhd4W9b7zhfKGj5BA9TBu0zydVz1dYUBTKjQlKBF6+KC3YW3VXbCO3tdE1cWGfyEtOeYxQcmppt18jsr/Pj5OQCAU3q2wLJNRyybSqj/yh/5LSNF1m5vx7m/n4TLTxiOGy44ws/P1iXDYJ7kTbZ0KQfaLzSuRjFU8uyI8tU/fiS9RjcRBcyeWfyO2rqy+OZf88EpF95+MYbU8VOXdxY0cn/PXteE56evAwAMq6tBq2Tfd0AuIMeNlSKmb2JZH6apsolaH4ZqEVG3T7rLjJuFLVYj5W43kRZ3ovn6n6eiqSOD2Wt34uObv+CnWdDIW/hTsxp5QeA1EeZU9X/Sb8eF7tyjqgLTcZhFV5+Oq8oreh/A5scqIgI5MMcadnbg5Znr8b2zD8WIPYcE09Q8q9a0XrhN1bepfeT178bGtJzNmp3jDKhJBtIF+O+NNa3XLSDLyuPHxdGXVdYvyywD2TzCgoyyGCkhLNv33PXNkVqqzkqB9pEnqorQCYTlFxLUavodFhvsLq2IwGmLbo9PeflUE1f2/qDJaYjCMBQ2ar3oiyyDE8Z7ehW2U/fMA8OeP23hI6/Dcfk9p9lBVUw3crA7bnAMRq3XR6bPn/O28/vTByvZk9J0g2nwsAHbOtI5adu2IUwjL6KKHWF0uxuuyRQn5QXTeqlGXp1rQjCtz+YczFm3kymK2TcH2GmBxHSzOZdr7x1pswBw4Rp5vdDpX8f//czHawAA/567MbIZbVieHl5/ZRpcy/s7TCMfdxv5uQ3NmNvQHLgmzEfeRJMslr2pM1P47QUn1cH2YSohHpDvAhK1J1X1YTpBxM9T3v/qiOq2poofoNvKy3F99yuTgK46rAR5sR105NvBRiFKvXedzrQ+aKXkz1lcBBcuPGyDRgZ20wkRFlVpGvclmstyjnywiKOUZB+vsMjYk14662Dcoi3oyPLP/f1nZ+PvU9fiG09+Ik1TaxVm4yOvSEftIy87pu+/VHCLP4wA7FuwCGMaq5FXKL+CC9pxNPLBskoXBpgLo1okmGCS9ootrZHaqr+PvPpcX4IE+T5MeNT6eA06r5H3o9ZLt5+LI8hbmsWYmtaLgbN8QSPexCQftT7cR57FKzNbT94KrqzuVBFV45jLuhAGIY1wU5u0j+6e13bIXQI6TXzkhXM1TBlECw0TTQfAm9p1ZrKBbyGqab2pGabatD48X8fVPWfPACZUqDbYnSZLrw/x7l/c2Ip2k2B3EuHWpkYD9eU46Oj2862rNRu65L6bTD6K4yJh2kqTNGSY9BNZSUApXfR4729bTaIJJoHbbHzkTb8X9ns1KYMm0DWH1EdeUz8q9yRA/u4TMNx+LqQNFdVHXhloU/+392cqpmm9zX3mC8X56/SB0XjYdxNcyGXGWdWCmPGCi2QcV/SGUcy6tcHuXEXUeqOU1Wl6+Kb1+WMPjFuK65+vx58Wp6TtWFyA8dAt7tlp5OXY+MhzvusRg72xbcb7XgLfl0Jg59wchZtk5dEFdgvLT9YXmPrIB7ciDa8r20XvuQ3NaO3KhF4nopuPxZkrVyokyPdhQk3rYzZoViPP+shzpvUxMpFrpDWCvMHE1XXdQJmcgulvNNio9ayPvAqu03YkgnxKLcirtyyJXs9i0CrdRFyc+JoJnvzf3D7yGfvt51itC3vOJtgdJ8in/X2E992lTlrmhRub0bBTvlUWWxClab2Qv8oNwMTsy5Wk5+EvDPHH/clE/jwf7E6dl+8jn/93U3MnXxbheXOOi/U7Oqz8I2WnvUPeJC6TczlNrKkyWVqfrrx960opPoPorqO6LgyTy00CDolXuJr74vT7Jlr8MNN6kwmcWI/sRNzk3ZuaxMoEZF391NWklOek0eYTCSMf+TABTpZE1D5faVov5Mvvhe4vHppF4VcTRyPvIQp3vkZePaUNBABNsDFtxGf36VRY/5gKBPIFefm1JpYANuXIB7uTH4+KbJHDy+P12RsAAGvbEnBttLmKaxPQfz+B2xTP1WURtZ49FNVHnLUQEcdeD/b9qhY3A3MnqWl9MH8ZstglMusc9jqdlaMYj8LWZN10oUoVEFWHl7KtDFGtkI98H6Yzk8NNr87DnV85TqF5iJc+a5Kt0sjb+oyy6CJ0SsujjFrP3y+aJ0Ux/ZXdn68D/1iY1hTwO2a2SN5kRG6R4P9OZ9UCtw2uy+fPBUURpuJB0/rw9MX3mJVq5DUJCefYtsyeyuQc42B3XZxpvb9n+JH7DsPmlu6Af98XH5miLh/8elDVh9g21VoxQyEnJB+x7XiLQ95zs6aGXp7eXswsoo+8OJEQn/dnL9VjdP1Gbk9bf/s55SMF8K6tTSWRdXLIOQ5nTm86CZCatYbkKSMQ0VshvNtqSc2C3XmTZfW1Ac2UViNvXj6RsMVhQD1B9YhiWs+6wpgU33wPbvP2AeQDkSrTkhxjtyQFEAjeZlom2YJD1AmpaseMoFUH/5sd51TlNMHmE1GN6eJ7yDH9hQpx5wPGsl4b6K9D4cphatEom8eo+yB+8cQEfb+laOMR+4AERI11j7WQ5Ims3rOmQDbB7lSpdEcOdqfMWptWlrFU9XdGEK5nTdhVihTRxUxjWh9W3zIFjWwekmOO6RaTapMJsCFGzYLd+dhExLdFVyd9UZAnjXwf54UZ6/HOgk3Sc3EbNOtvXpNMFMwZ+X3ko+chmsADerPMnOtic0sXlm1uVd8DNzA58JKJ6mrALmYkFKZ6svzYe9kO2jOtl02C+dXwImnkIQ4k8rIC0YLdBczDmHJ3psO3/hOrgS2DaRRU8UwnZ1rv+8jLtlZa2si3J3n6emErMIgrimryGh21HO+b2QkZ7Dl0AABge89e5d2MhtN1XYyeswGn3TkhkF6iIMjn/w5q7XhG98QxaO3yJ7++ab1Z3XhlAvxvIZtz0c74Opta+oRPYl3JryDifEflRykLCKotn/ZsHt1ezbIyeNeGBf+M6yOvLEtIn2+yuCs+aycjTJn0Oab7yMuDIanvHaAR5FXlYgURlSUONybIBHnJPdFN6+X3ienxliZ+GVOCm44ttsHuZNTV8pYR3jsTF5pZRD/pBBO1PijI+3+3KWIsmD6GPNhdeF9YDNP6nKuIWm+UshxuDiL4yLP9g+l7/njFNvxx0krleb0gL5RNUWem21yKx2w08myt+lsJJ/3gkIYaefbzFIunM60PG2tkY5asL2DLVWwfedUCeLEpzOlDlGF9BRLk+wE7O+Q+JnHbs+v6wnYqlYQ33RA7zahaeWsfecfF6XdNwEUPTkYj44vF3lFKjXwykZAKgh7/nrsRL81cLzVN856V3Tc1zEc+wwW7i1Z2r6xK03rhWtGk0UQrI75Hbh/5HoFav1c8f65GpZEP2WuaRYxa7z2pzJ/NVLjWXWuqvTJdGFHnk/+XrfM3f3QW9hyadxnY1pbfFkk0rb/7ncXS9MTt54KTfYPyRvi+WI08kBfMWI28qem0rOsR98fWXeufEyb6krIC9n2dSf0VIkNrrglo5KFxNTIsmwyZZlgkbCtLkyoS7zOJy8CVwXACns25AY2rLnmdIC8rl2garBTkJUIAl45UI68pqAZTH3l+kcsfIwqL1RFbko0mX9WGBwgLyqzgpIK1YAPysxU/aj1/LWuKrQqsafoYUo18SP8NmAtRustcVz5W2LwDsb3IgqF5/R5rsWMqqHm7UajQxz1Q98ssqu3nZEXkNes2gqz/2xO4WeWO2CWpFoN5X3Y+f69fO+2QPQpWb77FVkj5JAoaqWk9c0xnWi/ealJVnOLFZkcAS3RxA0gjT/Qp4rZn1+V95L3+1iRqqwlhUdvFs+wHuqSxhSun/ztocloQNCKV0u8gWdN68ZHTWQf/+/wc/OKVedje7hskeXnnmHqs0QjyssGCTScKrqsePEI18iZbSYka+Ryrkc+GphNYTOA08j5pzcAgTlw4jXxar5E3qVnflCue8GQq2IUFS/LK899nH4rjD9wNe/Vo5Ld5GnnBtF6VrVcfXrsOmOUaCVX670tu3pw/5sVDyOYcTiNv2t6l3xA7oYH8d+AejaY9lpbB4PKC+40mbZkPv2pnhDh9hYkSPyzYnZFpvfi9WrpVmAapWrWtHcf85j3OrURXPzrTetl9rPk2EDTv9uDHqOB52fpJdNN6fd+hKpP3d6/uI6/UyIum9Xx/IUOclyST/qKE2N7YhV6VRl7uX60XjArXKcrY1p3FLaMXoKkjbRG1Xn1dzom+4AIA63d04DO3vscdY7sVbzzwcmDbabHkJV1MBrGKVHmqgt2FKUtsNNKy+2o403o+LVaQVS1+itl7/dqph+6OX486mrvexkfe18hLTOsliiYZurgxAPCXyavwRv0G7lhvaeS9YsuKX8oFhHJBgny/Jl6DzvvIM75AzBZVLJFNAENMy8V+wCTY3Q0v1mP84i1Cmt6FkYpZ6PjyO/DJNfKs1oc1a/Y6Fa/srFY/zCKB7ZDia+T9v/l65BOOEuxOfA52kt1h4CMfXExgZwv+T5XgIkujSzSt7/ntrRGIiz+mKJ/DMAmTTyXnOMr3LS4Mee9rrx6N/PYejXxXhrfmUGUrRq1X7figLW/h+7KZFOX/9RaOsqJG3tTsVLpIEMwnrHhi38L+/Z2npzPHjYpVwGzhJty0XsR1NYtK3iQnwvZlJkUI237OxGpBvKTD0rTedsx5l92HXnOrvUaeL68qIGeYJlYmykS2dDMU5Pmx1l88jL2PvEW5c44r1aYGfOQLpvXq9yP6SSeQULoMcTFUuhXaXOZ3e3dWGZciTFgU+ecna3HHW4uLopFXLdKa9iV/nLQyaGEpmYMVrDUU18VB5y4hZqHKUaWRD7MYsjMt93+zPvKqLYn56PTyPIMB8vIXsib75hr54HuTLXiyY7zu+cWqY9NfsaUVd45ZjJ+8UM8venPPUjqB2uurZOXXBUWuVkiQ7weousG4/WzAR14RECuqIB/mIx+4XmESLk7c73hrEXef19HE9ZFno+CyGgyAN89jF5h907T83zXJhNa0ntfIF8dHHq5mRVjo86IEuxPfGbvQ01mIWq8tHgcX7I45m8lqgt0JqXRzpvXZQhuQbR9oUrP+qrhZ/irMtiNTX+PlX1hcKgjynkbeM61nTZXV6YnB7nTbsCnLZGAaHrin52LfR97hotabCgNS03ru3TJt3SIddhKyQ2JhY4qVYMxcLDZzWbaqduL3d/YYudJoXHMC51XfS2Ah1Na03u7p2PrU3SmadLOoNPLsa1CaaUvSae7I4Ot/+hg3vDBH2q9FtXRTTWQD2k3hnHfetzpT5z93fRO++ZdPsGBDc2g+Om56bT6OuuVdvDN/E1Zvay8cFxdUClHCNWbYAY08Yy0hvrtOIRiqDO+eJY0t+Myt7+EnL9RL34mNRt7jzbkbsIp5Xh2696AS5E37KdN25z0i6wJSDDkt72po/s2p6kIdtV6fpp1pfVAArknyc0IWlcAuLqCxeH16bSq4QBDWN0s18pLVXPaZdZZNwS17/d/Nnf4308LEywlbsCwWujohQZ7oU8T9jBxXCPTWc1w0v41sWh+yWho8p5q46vPxP3rTksnzTSUTBcEp4OOpMAv2OlLv32RSvV1JvoxsJxvPR/6A3QYV8lGZkwWi1mt85B3Hxb/nbsT6Hfw2beJgyJp2Nndk8M78TcoVczEPgN/Lnj2lC3Al1g8/UfM18v77U9+rS990X2wVJmNb3rRedX/PgoL3XfYM9nsO6dHIt3um9Wbbz3mTEHWwO3PBzkqjDH8iBOSfmTOvNkwsbLJgqpEP+irKLy5F1PqMxLRevEs2oQ3zkTedzNtGJ+cFdYlgE0GjzgrANlYMxnACiDp9Mcgai1wjn+D89b/wwAfSbSxl0cr/94U5mLFmJ0bXbwx1EbHBtO2KGjx2nPOOqbji8Y/w8crt+P6zswLnbNrT5GVbAQA/eG42Pn//pMJxcRtAr2zaYHeCeXWC3X5OeHa2r2lXBrvL3/OXyasBAG/O3Sh9J7K2GFYFVvuXa845Cjcs01cg3fZQvjoqOVQcQU3vI2+G+O4L9/eU8blpazHq4Q+xpaWLez7rfqRwn9cek8qFL1msAfG3WIVeu6hJJQvWg6am9dycxitnzsWfP1jJmcDzZQn3kfd89dn8WRciT3nA51xaQd4t1EnwHCu39BVo+7l+TNyO1uU08snCaqw4CEU3AZRstaEpc07WU4Xcw56PWhuFYHcaH/l2hVmwuLVUSmPZAPB1GddH/p6vHYdvPzU9EBhLN5AE9g5lzo9ZsAn/+/wcAMCae74ovQbgNfKrtrXjB8/Nxj7D6pTlDJaB1cj7ZHJqk3PxMLtw0JXJBQRfvj7D69YXoM3yD0tHRzbnKL9d7zkCGvlhXrC7YNR6Gx95cVHGyCLD+77sJHkufwBoZ0xcTedX8sWwQDbc7wE1yYAvc8CqxNA8OeyJTZ7D+150aQUFe7XAbPs+XBdKrZKMrKb/AIphWm9QBks/SE4jr7lV54Mt/XYTwbL8c+pa3Nzj31rIk0sn/+8nK7cXjrG7QGjzM0DVdnVbebkI7iNvkv1OxlplxZY2DN9tYFE0tapgd7rt50RNHLs1oPitsH7x7SHB7sK2jJPKvcpS2qOrz5wrf0+m+cu2m9Rr5M3KZYPOR15ss6pvIsy0/tevLwAA3PfeUkFrbF5OtUZerphRaeTZy4KWYJ5pfSIQgDZsLJHFQVq4sRlTVmwDABy+91Acue8wax/5GoniqbXLD7C9vS2Nw/cOPltJt59z+TKK6IL4VSOkke8HqM2N4+GC0fxJOhaPkvnIB0x7FBOUkHzCtKlheH1CKpFQ+shzW2dJhGYvDTbYXdikIO72c+yEzOEGD7aOeUTTRfYdzG8ImlECskjnwWu2tHYHD0ryAIRgd8IAaLp3tkojHzdqfVSrED8drz2ob8g6asG7YFrPtEkA2HOI2rQ+f488wUDUekEoMasb/UWys96xJBOzgBXmTDUlUkGSazPBCZQsoJk4eZW5/XhpF0sT5VGIWs+kGzStF4UwVyOw8f+Goetzw66XFSFnkJ4o7Ntr5C0FeXnYjQB6oUKSLoLf8tA6if6EEx7y1hSsKbhs+6yolm6qhRTHzQs89767BLPW7uAXw5l7Chp5g7awd88C4ux1O3HBHz7AVX+eGs8NrIdAsDsDQT5oWu+LqWJ3wgryatN6719mPJc8m1wjX7w+QpdWPraB3T0sAWV4Qi7cFnzkE8FjcdFq5F393x5dyu3n+L870llBIDcX+DghlY1a750XrucFeea4ZmHIN61PBiw3w2pblh+7o9Vlj07B9c/NFqLWq8YQfw7iuT6wVcUuPG5vk8/twhZ0B9ZGF08LGnlFHrrAyNUICfL9mLj9rOgjr5rjFHO/W9kWGn4+zDmmWwvdyzmuRp5bzOg5JgygYYJ8wbQ+kWCCmEjyUpgvRSk7OxBw+5hq6lj0V2Nf7d6MVp17xtiWH/zf7GKCmLJSeBGuDGw/13M6qo+8d5WqqZv7yOf/1flx6YQUcQDz5rVesLsd7Wk4jiu4ZajTE33kxbxtfKZtWkEgZgFczkfedEFd1vZU5fCSFM12AXONfE6zyCLN00IoVRgcBc4BPYtamsUG2T0q2MusNfKS2jbTyPPXsH2dyf3Wgrzhtlm6qP1yH/lEoA3uOrg2cJ04XnVqXI0K+RVxgRzIt92/TF6FJyatxNeemKoUUGWLnSxsn+CNCeMWbQYALNjQUhxBvkYch/x5iIqAaT3MYn+0q4LdSeYNsnci+w6LudanSyvnuNIymWYv3fZQkx7/HRlmEkLKwgpGlaVqt4igS5KoLDF/CJlGXhvszsi0nr/JG7drWB95R36trnyqRjN+8WZu3h22GAyEa+RZ03objfxAjRtTGP4im/x8VJeJSoUE+X5M3H7WcZgOK5WQ+lMBMTQHUo20Oi3VxxmWvfexRx1c2T3g/T12eXghJNhRslvYpRSTC7GMbEcYZdD0NStqrYI4ERdNS9nBY48erS/Ad95RJ5x+Gfh8ONN6IWmlANxzXXNnfoDpEref89LuqZOFG1twzd+mY35Ds5VGPr6PfP5C1X7TgGdary+HaFo/lNlzNp1ztIs1HAWNPAr3s5g8VqgGWHLcy4a1GmGjR5tqSsLiTMjKKdMEBCdhiomhY6eJMrnUXwhRT/DESnSh7ncL78NwBFCZfSqvDzOtt/iePNKGMR08bDRpgGC1pknfZissQK6R93xKWdh6yjkuOhR+2WH5hd4Tsgi4ZHOr/zdzju0vwkzr2eBW3gLiYXsNKRxbv7PTosRyBgiLbSZR68XFEfZd6r5ZlY+8bN4gU1pI95EvonG9Li2TxRZbTOdlxbI6SFlYwdhm2daVhWiVJRPITWAv9eJE1aQSjFUZnxYftV7eZwZN6/MHapPJgFtI2LijsgAIPgf7/Io5NfNbFtOJ1ch77nz5+9gyhAjykgV1G1zXVeZhE4OiGiAf+X6AzM8J8Mxj4nXovEZenk+pTOsD1yu2YwsbNONqCFj/aqWPPCeEBAcKdruSQscoW91nEs4aalVV+EGLXC6yco43beAIRq2X1/mm5i7su8tApLOO1CzUBtfl20KNJoqtOiKzi9fnNOCnL87FbZcfw28vxEat76mT+T3Rlicv24pHvzHSqIxePvLzpkJTz3No6sxmH3lvEsRqqvKm+fyAqiqe7yMvX1zSRdj18O5Ry/Gyia6Xv5e2ejFMR5g2iu8n8sg0AeJzK7WartqUdfmWNhy61xDO/Neq79FOvsT8wt1MjDXyFn0pIC4wSvqwEEFfdh8fnNGgDHF85Hue8fgDd8WPzz8C//2Pmf51GpW8rP0nJD7y0nuZ346r9stmiTKu6rRgOdfVCBT+H4UtOhVtYWOTL6jXpJJo785yE+f5DU2WpQ4ivgav2LoYBgGBPAFlsDsW1U4DvhUWM54bC7nK7KzRpaXq203zN41a7x3iduQp0kPqrCyCGnm7PJ+btg5NjHk5GwsCsLTs4eZQPeNvMlmYf4vVofKRl/WPf/1wFRp2dhbmLTWp4O5GYUVVRcYXYRViqgDC7P3enJA9xrqmbG9XaORD+sU4pvX58mg08n3MR54E+X6M68YbUPKTxeA+8iLFjK6rMy9VTRBDg4DEXNDwBizWjCpfBj9NlWm9bzbLpMFE6mb58fNz8ObcjYW/0zGD3aUYzQoXtV5Tx6IQ7Tj5e0UT0sbmTqT33wWn3jm+oAWPiguX08h5A4d8axGF8ALgpy/OBQDc9u9F2I0xb825/nNqFDpawsyVTd+Ol45uxTib0/nI50+wbRIQBPmcI/jhqcvj3ebdHdDIM3+qrAj8qPWKSYHkNplpPe8nrS4zl7ZUqmZ/BvsMmY98cAtFhSDvyLUAL81cj1++Oh+XHb8/HvvmSbKihMIWQWYSyv+t8ZH3cjVeXAoXvLnrQzXy4YmI9W0tyNua1rO+vY53LIELjtmXv05jXC/LMZGQxYyR3Cu8W5VfNkuUPl8n/OcnvuHCRUFDqkhqA6Nxb+7M4MI/fICNzV2FY/MUsVRsUAUO0y3ytgqCfJIJdqdrLm0WGnl51PrSCvJa7api0Vd1y5x1O3HbvxfhN5cdjZNH7CFt79LF0Z4HYq/+zZuLleXa1taNbzz5Ca48+UB14XtIaQT5YDmMLy3w9vxN3N9cu7dYEGTvk7mc6oLdseOxzEf+d2/zdclGrfcjtMvLes2ZI/CPqWv5ubPmsbhyhbhnAYxGnmn7LZyPPKuRl6chI45pvZe+as7R1zTyZFrfj1Hr9czgNfJJ5SQn8hYeMh95zcfP+f0yx8OeMe6CBhu1XhXshRXk+aj1Ts+/+b9TCSbYnTBgskI8wK8qRqniJOMGwK0Oa3y0RI3HMx+vwcm/G4/Fm1q4NDY1d2Ht9vbYQny+DLxprTdZk70zlUbedYHdGeGd1chzgVskq1EmTSMs4Ixp+/LqW+8j76j9vD1B3uEFYXYylMm5WqGQpaCRV0ym2HtVlhdhzy43PeXzd131YpiOMDNQXtucz0sqyGsmYVy5BQ2Y9/vx91cCAN6atylwvSmyRQdVOq6r1jKG+Q8G8uXqKJywqPUm7068hA3OaFJlcbYX8u6UtniNTKH6jgKBEpnOuqkjjQ+Xbw1M3tVa4PD8dOi0pI7rQmWMxdanaotVDzZw6eRlWzkhHgAaW7rEW6xRaTd128+JftIJ+OO1rr2oFlXcwnckF8IKx2Q+8src7NHN4nKWGvlv/mUa5q5vwteemApAvv2c9Bkd4NY3FmDN9uDWijIem7gCy7e04e53loReqxPkgwua8WrWFRazbBYEZd8LG11eG7WeaZpidHnZM9UyFrAFizdFUb35ksoCQMTWR97bDtjeR14/aZWNwzbkFY3y8utcF6sREuT7MWKnZcum5i4hqIf8uqh5yO5Tmc8D5tvqyPKJtaDBRq3n/O78a1hTSVlgOda0XmXGLKJauDCFC3anXBEW7+G7jPkbmrGjPY3vPTOD6zQbm7si+XDKcF0+grNOIaQKauOCD8Ynavi8FiATWFU+knwZ/bTk5w0Fz55i6QYaRzNAefezFh5AXrvo78ke3L5OVTqvPetMij1Ue/WG7SMvfRbXy9//kxVuSmJa3/NbFuxOfB1K6wPVxFlRwzZdo06gDpjWQxe13uX+DcPRZSwhLCo9d17VJoQTthp5W0GefZ2yCNweOuWgLMtkIhEoC/te7nhrMb791PTCfuleWUz6nCiLFToNoyNYk3BWWhKNvCqldFa/COGN4aeM2B1nHLZHWJHlZVUIRTrTepFk0l+X0bWpNkWwu8LiLXNrmDucR3Gj1qvPiVYWhXsUb0+MIyD7BmTy1/Q12/H3qWu15WQxad/5/BNaQT64oGlcBCmiObbN3JVfAPB95FVbd6o08uJCs+wzr0kl/VhKTvA+Fu+bMHFpEsuiEralGnkmTdZHnv1+2HYXJkvXFUEjrzatL+ZSWvkhQb4fE1eQr1/fVPggagSzcpaoi1+yiSg/eeHPqyJxh/sOxRtYWe0nO+aYaOS9jpILdpfk01WR4RY17Mvv+8jzgzPX4Qv3qCZK7KIOAGxvTxctoI+okXcKgqGfvlfvaq2wywny/OTL/1umkV+zrd2ojGKZuPOhKfSUxUAjD4QPsIU2yTRIT1uVzblKCwwRcfs5VX4ArzVl8X3k5fno/EoLkziXF55N/S+lawQKubQQtV4a7E4tWLLkHL2GLCxd02tl281xf7uagHwu/294vup8pNdzmh/9eRXi87Hfv4kAa+sDyX5PXtayNq+KA5O/T14usSxs+Tf3aKe3MFpqx3XRWSKNvE4LJgp9bPLs95Zkxg0ZYWarXt+WSOhN4XUEBHnXm4eYp5fXyAeFHBH19nNuoCzGwe6KKEfoxv68ab3kuGH+0qj1kvx2tttZ3tksQul95Pm/41eretEtDPZSX8GVVAaHVAnvouZc9s2yPvJef6rqD2SuiForDkfdnre1daO1K8M9i8xHntXIO/wAwqSdf66BtUlcKLgw5Y/HDXanrpOw+VW1QYJ8P0YM7GHLnHU7OY18sbefk01EM5qJiHqVTZ9/XI28HyEcgo+8fw2rkc9JOm3Wp1kX7I4l7j7yrD+4OoIqn65uUBX3ei7WDh8u5Bo5tmQDesywlII8gL2H1knPse9ftvq/cmubQRl7BlNV0HxLoSmTDXn3St+1/L/iPvKAbwKXFTRvumbmucuoXjv7XEprCInmikX2nYvClAuXe+Y4pvWq6O/eT1m03IAgr9geLK/VNCpaT7rm12oV45IJrXquEvx+9PnKhTsVWU3/AW25fHT9mUmd2frI88Jn/resyev0vbIyJxKJQHl509Ue1yqh/zUJdhelf9UtgHn713twi1ysRp7Z7URGmNmq927CtK06xDr1yldrYY6bSJhp5FXbz8nKIjc71/dBJuj3iteVTTHHMxyQZG9H9jy2gpHN96ly6wLkC5hxCMazsHguTpPtLSzxWxKr8nJd/x3zFgHy+q5NJgO+96qiesFVTePicIompq9q687ilN+Nx8l3jFdo5FlBnnGDUy1w9uRz4O6D8al9hgbOD4od7E7tIx/H9aoSIUG+H6ASsPOdR/R0529oLgzaeRMilUY+qiAfPMZG8xbLzmlVmONhzyj6tdrC7yPPmtb7iYYFu8tJTOvDBrtMzqxjVsGWlfPb51ZueXTb+yza1OLf59pPVlQENPKu96+f/oCecinNOt2gWwCbvldU2aRhR3s6cExEViYheyO8gSdsMqyOBeBNBrw26Z9LFTTyTsB8UDXgqTTyssFbraV2Mb+hGY9MWK54FvVElzVLjBJpNixidFB8k0fLFfsw5bMq6lLVv0S1BBJvCwg2rhuqkbfdSQEwa8dhGnkTawrdqzbZbcVWkM85wf5Fblpvbubrl4V/GJn2LSv05Z0Gwe6iRAWXjcXs7iUmwe5UgomHakFPTCuZkFt4/c+5h0kn9iwq7WatxcJAMqEORMYiauSD9/j3rt0etN7KOcH2avvqdM1Zdy7HDm5s/qYZy0zrJYW3/97Mr9cpD8SixJ1ziEORjQm2XCOfgFeJLvI7OhSUN4FFA37sBvLfpKxuZdsUq/rEgiAvcR+SkZMsNALA+h35+AfpnMNF+vf3kffTYAV5TjHE5CPurCOi0sjf+ZVjlWVncVxX2UfqFILVCAny/RgX0TS5ew0dgFQygY50riDk1CTV8Xxzbj4Kr73fYvBj06WhMukzMq2PMQAUtOkJs2B3MtMlr5NNssHuQt6NypXAFNYMkZvIambuOh9Ezpwq5uIIi+PyPvIy30RvX2GVgKUTbFwm7KNsUDGZpPhmlvLz1tvPGWq1VPeLwe4A/31nHXGbKXXZvIUNcZEuJTEX1Anylz82RalllGqsvIUVxh9XtRWOjjDTetlxmY+8+C12WWrkw/I0gVuA6PmjqSOdFxSED/WDpVu5oGOydEzz5jXy4TfxbTN4PT+xk6enNRd2w8tuu+jT3JnBTa/Ow5Tl2wppyxamdbEiZO89gWD7ZuvHG7PEhVTvW9l1UC1UROnzZYKJ9y07Lq/VY5NfvsW3SiosiCqyNw0klVRo5AfWpLTCW75sciGo1mLbkUQCjGm9+jox8KAXhEv2HX3vmZmQEdcEXDcX0M1dVMoa06YjW7gqjkbe/HrVAjwQbAfxNfJqN5gw2Pfg9T+sRn7W2p347D0TcV3PdpZi2uLYDeSfRxbXolZqWi8vl2w+qasn3kfe/80Gn1vLBDWUWZCKc0E/32DaiYS8PKp95FWCv0hevpGfIx95oupQfrRuNEE+mUhgr6EDuGOsL5BIU0caZ949EVf9eapVPjJhRTeZVwXzMNlHvhga+UDUemZMaFdoWHxBnun4hf1BVfCCvHWxwY6P7DisC1alG1RFrXmxBPktrV348uMf+WWSpDugZ4FBbd6tF359wTF4PkzDxJYpdtTcnvoOmxip9pkX/TbZiXIt4yPPDa5QTyy99ixWCxtfwUNlbh4qdEneiyO8D9d1i6iRly9UaX3khax1C0aw6HtsWov4zpZvbsWJvx2H//nnzMCEZXt7Go9OXKFNx7Tvt9bIc1pd/XlVEfSm9eHLrrK+UxyzWB5/fyVemLEe//nUNN8aJCQPWblEEgm/fZ9/1D6Bssm0c67roqNn4ZeN6yESxc1TVsbCftQaDVb9+ib/+kLYCv/at+ZtxPf/OQtt3Vll3ySSTCSkFl6JRPiWY+JzeGOwLmq9LP+Cab2FwOZZf4VZYbGIgqvtOBHV1SS/yBfENH9T03pbwcjmeisf+Zjjr9jPW/nIM/d694lWmgAwYckWADJBPtgvOwqNfE0qyewegcB94rVifrp6UvnIs7/XMJYnNULU+kzOUbqSsrnK5igssnFYd72I66if09aCpNIhQb4foDb3jaaHTiSAfYYN5I6xK48iyze3obkzg1lrdxoFDvOQDxjqSO26rcd0RP2mF25sxutzGhihQ72PfIfCzy6gkZeYTKngzTHtH4LtENmV6JxCKwPoNfKiH3ucQIosz09fz/0ti4Lu+UaqtEGijzULKxjITOtNtA1he7maVsVfPlyNTM4JF+SVixK8YMC+Y+93xnE4E0LdeypsPydUi+8n69+ri+SuIye9jy+/i2ir6HL/VPZ3cJIh2/YmGEVdHdgvrN27brTvliu3Czz98RoAwPjFW6wmsIVFJ+PrwwVvFt3OIoCdab1sEu9ITJUDZZC898e/eRLu/dpxoXmz/bmIThkkjwfgLxJ77YqtH+87z3L9r7/93NC6GmV+UUzrpUIBa1pvMBjKgt396F9z8O7CRjw6YbmxRj4f7C5YoSpNPYtYzIJpvY1GHjIz+XA86y+ZT7MKUUC0fXXa60MWveRxQswQv4GEIjvbLYZNBakfnHe43kdeFOStShEkuFWkhSDP3MtuPyfrM3JOMIidbFHPceVlYINL+yb58nJ5Sg7HcfH0R6sxdeV2Yx/5DGdm7/9mXUjEqPXilsMqKx+vH1QpAFWm9Tr3Ji5fVx2niYLdEVWHTrhwI7TnBBIBTYEu2B3LuEWbA8c60lmMW7Q5YK5qu/J715jFhd82k+WoPvJffGQKfvriXLT1aE9SCdFH3r9WNbkp+Mh7q5PMJEa3VZCYZpTFCNZEKevI60usF11U4DQXv6BYHvLBFVg/2J2fQ23BR95eI583P/TrXyQsCnO+LPn2qnoPphPFueub8Owna5EOCXYXppGXmdbXMivzprs6eHeLkynZljNh28+p0EV19kxfde9PR5hZqez3AIkgLwppSjceRz6ZZO9PR7SkEaMONzN+ijY1E7boJGKrkee3lwveofKZ5PPsmQhLFg7zrlB6ZG0lmVTHcWHxylwMH3l2vPLalTTYqeAj72m0hg1UC/JhixkqAUKEtQAzaRNeHcquXbm13XiSnHcjk2jkET5ZD2rk8/+GmeRz+STMt3plEU3rI2nkjXMLz0OXluPI5zamXan4GhKJhLSuTMZID9d1jQTkD3/xeXzphOEhGnk+nbi6A3EhK6rmlt01RtaW31mwCZmcy8VjkbnnOa4r/Z5qme3nZLEaWDyNfGt3Frf/exG+8ZdP9BYenBZevlvIGplpfU+aTR18TCFlAE3XryPZbHGgInBlMmm2Ha5OmUTB7gA0NTXhr3/9K26++Wbs2LEDADB79mxs2LChqIUjioNqlT2q1jSvkecF+RrNJImduE5ZsS1w/mcvzcX/94+Z+NXr87njctN6daR2vgNUl18kr5GN/2Gz+9J66RZ+Kwq0syfGQMG0PsWY1odMiONq5FnhTBURXExXpylhtZSuW7zOUjSJ9ZJli+YN9rp95NXBv/QaeROT7r9+uArH3fYe5jY0KfM3Zcmm1nCNvOK894he3bDvy6ujTM4JmO+pmo83CQn4yDNaPA/11n+Kh+hBpzVndp+z0vqcesjuABSm9RItPFvOVDIZaOembVkUhmTa7660/W4Tou+94wBNnf6EyUojL5Qt/HrFyocCUaMUPG+QpyfISwQ9k3FLKrAmzLU5gHyyqLtb9qxsmx1QWEhzmPM9grzwPXrB7oYM0GjkQ9qkWNZMzlFq97zyh8ljiQTr7hI839KZUfYDIkmFRt7EtF7MO5JGnnWDs+igvQUZmzFXrHeb3WDyeenOaYQyV7WYGX1sjjuuy7TRMg7aYzAAfVsQSxJ3HifOOW2i1nMaeUYxIOtH/jl1LQDgv84+1L/fCc4TVYse+XmiV8bgAgB3raT+dK8/K+mf2HwAf0veJNMfeGVnA+HlyyWfx3ppq16vah950fJVRb4/kz9ov/eRnzdvHo488kjce++9uP/++9HU1AQAeP3113HzzTcXu3xEEVC1WRfRTJESCPru6TTyrHAl25P1nQWNAIDXZvMLQbIOzHT/65xkMq2C3Uc8DmIdsEmqVnZfn7MB2ZwjD3bn6J9BtvexDWwHr/KFEpPVmdanS2RaL2pIC9uZSa7Rad3VPvKuVPD1SBt0+u8t3IyOdC4wiLH5mzJoQCq+ab232s00SO/Z8vvI82VTTey821Wm9ZxGPmQfeRVyjbxQfte10vrcPOrofN6StDkNMysc9/ybTEgiChtmnRMWRbyf7PvsyGTRnc3hG09+Yiz05Bcw+UKwbc2mffnBIg0XESTPo4PvP2T1b7AYoNXIR41ponb/EtMH7PeRD4vm7fl8cts7edvPCeOap5EfojOttxCoPli2FUff8i6em7Y2cM73tQ03rc/7lfvuLiJNnWnj7zTvIy+v47CAVqJwUDBltvKRZ6wLLOqyoJGXlEWF2MeJd9jGBODS0mSfi6mkMN1H3oaso3Zzk6EV5IuskVcFUTS71//N7mQkq8PtPQqcsw7fy8/LDcaocCEfH2uZmFTeadV7kS1umfrIZxWm9V758zs/8OXwxqU6yYIXm2vB/c/StB4wi1+i2147SuDcSsZakL/xxhtx7bXXYvny5Rg40PeTvvTSSzF58uSiFo4oDqpBynWjdcqJREKikVcHu2M18jYdo1Qjb7jlmpVpPcwXNBzHxeg5G7C5pStwLtXTqRX87hTCMcuGpk5MX7PDD9bDmGJ1pHO4461F+GTVdukzsObXUVbYkwpBXmdar/NX6xaC3RVr1VN0MZAJIuGaGLU5H7voLjetj+9PZTOZqqtNhm89GKL9lvnIq0zrtVHrCz7ygkY+EZzMq6whwr55nbDttTdbE0ff7zd4jhe0g5MMWT9m+n2JW6N5v9nI1x3pHN6auwlTV203ShPI93tcuV03siBfsBIwvCdsQVFEFXRUdl71WXiXyDTy9eubCu5MNuQFt/DrdM+ok7fCrKa83RC47Z0UUeu9BW+9ab26LAAvhP3PP2ci67h49pN1gevYheOwsZKtQ9mlTR0Z42B3CWbROpBPSHeuCqioc/0K5A8/2J3NvETUyJsobYOaVv58aJR+3XaMuvsUi15qCyz+Xlmp4mrks448gJsKu+3n4lE8H/n8v0lF7CjPyo9VUsiUH46j1siLJu2qeb5sbqR7LH4fefnc3TueZBbdCqb1PT7yew2tC9zHviDW/UD24mTbwHp5mmjkdfJNlMC5lYx6lFAwY8YM/PnPfw4cP+CAA9DY2FiUQhHFRR3sLvrq6t5CsLtUSr39nGwPcBNkHZOqYxEJm0xy+bjhwZM87hqzGH+dshrnHLl34JwndCR7/MjYupUNXN62G00dGd/MKOl30C/PagAAPDVlNZb97tLA/aXykefrlU9Y14GKPvLFMq0X665gWs8c01kK5MujFga5PZIjmtaHYaWRr02FzkhUponBqPX+OU9bFTStV+fjVYdYKzam9WFINfKF/PUuEypk+9wHUxeEem/xQNKUbEzrua/HzfdjrCDfmc5JLZN0ZHNOQDPezPgi2vTjYVsliqgWPlSECvIGZfX6ftl3/dD45Xh5ZoP0vlQyoXxXNiaZgGr7OXMzX4BfBJT5yBdM64UAgR0FjbxaKxUl2J0MVrMXbq7vj/OyMbO5M2Ox/RykUettg92xZQ4bB7h8GF9bq2B3KWH7OYNvIqiR5//O14PcognQv2td2dlgi7r8PRLMXmDdWUf6vcQd1rMKFw8VurYQdK+MVzix6dosOLBX+lY9gGxm3NkTD6omlUQyka9TxwkGZ3Nc+Vhfk/L7sh3taXzuvolo6ZKPKTIrFfX75+fdKiWc30f6i26ij/weQwZgQ1On8l2HmtYrtp9LGC7I5hdG5Of6fdT6gQMHoqWlJXB86dKl2HvvoHBDlB/lIOC6hd4nlUzg9es/a5ReIhE0rWc1ySKiybUpso9N1FyoYG81CnZnWKa/TlkNAJi8bGvgnBjhWzXZ8BhY2Ps8V5jwDUgF/XMBecfLbvdVzKj1Oo28zuQxoJG3jGSrQjVYs4fDNPKOq96+jG1HsnmgjUl3MRhUmwp9nypz/1lrd+KpKaulEWE9zUZWWOXXbefFLk6xSLefU5jWhyHzQ3RdfpC3tYrwNHOyPoIXTIO/ZcJaVB95x3XxxlzeZagjnbNe5ErnHN56wAW3xY9Nam7hX7O7dP2BDF2MDcDMjFkX7A7IWzLJ0Gnv2H3DdYhtzxTZc3l9RyIB1Eq2FfX6JHEh1WvvqsmsmE4cvDo22XEh7yPfI0B0pPHNv3yC12b7iyrd2fAdNzxYNzJVHkoU47tsYUBFAglmEcNCkO9ZkFm1Ne8nbPtNAEEtfphG/levzUdjc9AKMF8A9X2Oq3JvkV/PFqMznQsITMVwl8s68gBuKmx85OOq5MVvOLJpvbeQnpBr5Ft7hG4u+rwbNK13FAqRWiGOy/od8v4Q8Bee+HTl19YkE1xfxAaw5fqtngbM9qle3XlR6/cYMiCQF9sWWfcDGUMGqH3kzQR59VjT1zTy1oL8FVdcgd/+9rfIZPIvK5FIYN26dbjpppvwta99regFJOKjNK0Hs7IGYOTBu+Ph/zgxNL1EAthtcC13zNRH3mZCPGP1jsDxjKFG3iQycuFa12wwbtjpR+ocLOlkPCHXW4FlBz2ZlmJQTxppZvJTm5IviMjKF1cjz+aj0siLyermG6wgJzMTs50Yy8rmpS0WLkyQd6FuL2xbSUnSMdUwafO3mAANrE2Fvk/VQPTyrAbc8dYiLNqUX2zlg93lny2Tc5SR20W8u8Um6QfIYtp4ETXyHl4btV1MYRcaAn6UinsK5vyG358qDfbanR0Z/PTFudw1nZmctUZANK0PRmu2mXC6hbIaXc/dG369at9gD95nUvFN9hyutTCVBuSTVo+kYlItUljQUZxXjXOy+iwEMU0mkErKfOTdnuv4xQ9vIU7Xr4VGrdee9WGta0I18gk/4TnrmvDxyu248SW+fRsHu0vKF2oSsItaz5bZLmq9/y5tunhPkP/bR6vx9rxNkQR5kTALhHcXNuInL8yRnguLQO6dPmC3Qbjy5AMB5L/jxZtacNOr87CpubPnGB+HpDOTC7Qhm1gCKrI512pM1fvIC39HLVQPoiBttY+8pE2qdsrwLG644MaOG3BLUVkS5jXyZuWSauQVbaYmmeTaKvstc0HwGEWB6Ku/k9HI54/LF4J9jXxC+t4GKQV56eEArmZhst9r5O+//35s3boV++yzDzo7O3HuuefiU5/6FIYNG4Y777yzFGUkYqJqs6wPifcxXnHiAThs7yHa9BJIBKLpev7hMqIInE9MWoF3FwZdNVTR1UW4DzgkT1PT+nU7fEFedrk35yxUA3ONbAXa216jK+MUOszaVBKyuZts4OO3+7LvmNgOkQ92x6QqPKhOoyXGLxB95G0iCrMEfOS9yOzc9nMxTOs5jXzE1YYQbBQZeZcx/Q2m8QfY5ylo3iRaYxXe+xYn1rK9pCOb1kuexTdz7zGtt9bI++UVH4/vG4JCp6yZmpoxm2zh1ZnOWmu2MllHKbwA0XzkTW9SBStSkXNcbG7pwhWPTcFLM9ZLzhvkGaKtUaELdmak6QWrkc9fe+dXjgUAPPD1E7jjIrJ36vWJqaQf2E3mIy9Grffer65fK5ZSqeDjahD0NR/sTk+rwsRXJJHwFzdYBtTIrdJYZBHCAbsxhn0Wm++xjvFrfnLySqN75zY04YXp63DjS/X48wcrA+OqbAFi/10Hcse9xVkRXfaitZU/NXEx6pEP8cKM9fjff+UXCMQ+tjMT1MgXw50jk3OUW5XK0PvIR1/QlFEsjXxY1HqPmqS/jZzrBsdQVxHbpzaljkkly0NEqZFP8Rr5dM4p1Amvkff7SK+L8k3reY28ytVKF1QUAAYrd+wwe25WvhHpa4K8tY/8LrvsgilTpmDixImYPXs2HMfBSSedhAsuuKAU5SOKgKozcuFPOtlvKewzSSSAwYLvniqoByCY1ht+QE9OXiU9njE01xYnRjpMNfJs1p2ZoBmxN/mQ7U0rS9/bXuPWNxcWjtXWJKWTG2+bOpa4GnlWKFfuIy/cY7MaKra7mlQCEWJUBd55FNN6F8HvYEAqyQ1UgFyIKwY2ryfnuKFOYKbfQZLTyPeY1ufcYNtUFLDgLiLUi0wjH9XUVx7szhOA8n/bmtZzbiOuiyTTqylN64XFg7AyyjCJqN6RjqKR560odjD+8YMHpLTta0BNUhqnxFgjz7WV8Jtyjov731uKuQ3NmNvQHDhvIvj4pvV2H6Tu+oTUWzWIVzyvGXzr9BH4ysgDChNLm6UFr92mGL9v6T7ybP/r+H/rhJgwoYptxrpL2XKZCGqyxdy6mmRBCPE0vGHITOtPOGg3XH3qQfhohT4QpFddT01Zjd0G+daBqoUPxvWbO+ZVkk3fxY41WcdFKhl+709eqOf+9oQcj5Sk3L62U5++7mzO9b9Z1gLBZeY8i3sWCLoE4TpvWs+XqxjecjnHlc6fvDKK70knsIrPHnedIaCRtxh3ZNsNpzQup4BnqcMusPP1IlOIiPeFIfsm1Br5RGCOns45GJhMSb8RdnHUe37PtH7PoRKNPPPGfK2+vNzqYHfyuAMiWh/5Prb9nLUg73H++efj/PPPL2ZZiBKhDHbnyievJn6EgyVbQ6juYlcZTVd0h9bVSIN3iNpZFbxfjh5TH/mwsgd95PXXy7bXGJBKSv20t7VJBPmIsQc81Bp5Vqjn7zEdPBw3GJl2QCqJdk1AHxUFM7UEv+jCpq4zqQXy7zhQnpoeQZ45bLPPtA02ryfnAsmQGzJZswQ50/qeOso4Djch07Ud7/aARr6IQZBksRTEfsk0ErYHq5nVmaHLhHpZ/2e+VZuZIG9roipqy7RWBgJ1giDvb99o35eakHNcdGne1ydMtH5VsQum9RbBywC94JsPbmagkS/88q9ltUNq0/rgw7C7R6QkQqNsQY4VqGtr4pjWm9Uda1ofNsF1XFcehZt5JtUWnCL5YHd+YkfuOxRv/PCsnjLp73VdF7PX7cQdby3ijqsWdGuSiYB7jkwjP6g2pRQyTzhoN/zy4k/jxZm+lYkY3NKUHcLCvMwSzCaol+5cwX0yRAASY5x0STTyxfGRd9CZltexFyiYRWdls2hjC7791DT8/KJP44SDdotvWh9w4zO/l9PIh0St96hJ+Rr7nOtKd+iRCdBhCwQsNlHra1LBHXO6Mw4G1soFed32c3sMNtPIp5IJaV82SLOPvAk6H/li7ERUSRgJ8o888ohxgj/+8Y8jF4YoDSaCvJVGHopos4oeK6sIpKZDtX+uqSbLZsukvB+ZgZYoJG+vgxE7NhWyFUeVWaE48AOCT3oEKYqd1HKCvEYDZzIRzpcn+K5t/BdZvHdek8oLJF752LKZ7B8c0MjXJIFu/ritKa8pVlHFHRdOSDFsAkp51CpN69WLXWKb9vDq28TfOQzZo3hpefla+8gz5RWrnv1TJtRLo9Ybvr/8xF5/bVcEH3nHUddv1tEvHtTVpNAKf1H0r1NW45Y3FuDkEbsb5c0tdhgUO+e4WgF8kypoF5sGM8mzQdcPJBPyCaMIG3FaRkKhJZW9Uq/d1jBBTL137yjem6mPvNifPfvJWu12dSr8HR7CFwccRy5cRrHGETXyrJBpErVeDP6WSKjnIDLNdgLMontP+QcN8AX5U0bsjplrdxauv+iYffHZT+2FlxhBXqf1syHZE2OIrX5TYU1rWu+48J6bDRLGzhe8PlY0d+9I5wKCf3FM6110KQKjytqfzELRY8qKbQCAj1dux8q7RsVeaBDnUTYBe2VbHhuZ1jMLaeI7cF35Yl8ikQjdorGQh6RPVNVTjWTXj/w8s1Y6ZiUTQcWVNzfxfNy9fiUh+MJzPvKS4qj2kTfVtcjiNIl59xWMev0HH3yQ+3vr1q3o6OjAbrvtBgBoamrC4MGDsc8++5AgX4Go5vxsQ+c18vr0VMKceNTToLJCh6nAqRLkTQUYUx/g/Hl+iF94+8X45l+nYe76Ju4604A14uRAxUBJROJaJvgJy4727sAxTsumzckOXbkP2mOQWRoS7U5UH3nv9dUmE0iDMa1nrgkzwXXdYNvxtPicj3yJBHmb95N13NCFCVPTenmwO36A003evU89+G17kw//WNQ5lDxqvZdP/l9bH3l+Rwa1JM+e8XJIJhL47OF74uOV23H8gbtiXkOzsT+y46oX8IYMSKE9nYukkQ8NaKW5t07Q6k7vCSI6Zr7ZdrG2izU51w21kAnDa5O2we501ydg1o5ki9tiOjJk78gTBDgfeScYqZ5LxzH0kWfyW7OtHf83eoFZQQVY094wQc1xXWNNfxiJBO+/y9a3SbA78QpVhHAgL6CII2hCok2sq0ni4D0Go7GlC7//+gm45KHJBYvCmsL4zlr7xPfL9souLjWIwRlVNaLLn7UQSoAxrZdcK/pnb2ntLgQu8/NSZmVMRzobaonDYhK3xvteim1ab7ePfPA+VbA7j5oUa6kTtIpwnKCW3sM0no903qV4rFQyEZgnee1CblrP7GcvvAN2DHbdoNtEjhHkD95zcCBtlSBvGrXe1YzFfc203miUXL16deG/O++8EyeeeCIWL16MHTt2YMeOHVi8eDFOOukk3HHHHaUuLxEB3STQO8Nr5PVfiepsUGvXIzgwZsCm/eJQlUbe8APURV4XEc1hh9TVYBdBs7FuewfqBcFexOu3vA4obNVPppGvTSWlHfR2qUaeNZfVZqVEqn3UWDMMGVCDGb++AF896QBtuq4b7PhNtOY6vPbkJcuWrTZEAJcFjfGiD7NCValM621ekImWx9i0ng12V/CR590JdMEeVcHuZD7yUSe00mB3Pf9GfR+sgKDba1i2EJFMJvD0d0/F+BvPwflH7dNzzvzZZAsTn9pnKL7WEzE6m3OsNVu6LQKzIRZFdQpfQ5u8Pcw18jHz7KlC2z5DH+wuYRSQsTAmKkY6VZOU1Y3MR95r7yptn+MyVkiahQk2v4adZn7pMthvOWydI+e6xhqxMBJIcO+LnT+YaOTF6k5qNNiyxfG8qXke73tMJhJ468dnY+pN5+PQvYZwwkShTExSKqsKW1ISgY/1P9ahyz7n8C5DXh58v5f/QxQif/7yXGWsojg0NgeVEjpKtbguQxyL7PaR969lg93p3mFtMll4JznHDcQpYPsCEdN6kVlC6qx0xey8dqHSyIuLYV49sPn64x1TR4zb0TdOOxj/c+5hXNqDBqSkfY1p/6OPWt+3TOutR9tbbrkFjz76KD796U8Xjn3605/Ggw8+iP/7v/8rauGI4qDcfs71P2j22wj9UBTnxQ5rAOOT62G6wjmkTr4aZ6qJ5L7fkJHWdYOaJnFQPef37+Ox91co02A7NNW2GSKyFcdaxT7y20vgIw/IrSt0GrhkIoG9h9UV/J9UOG5Qu6OblJrgaadEH99EIlwj7zjBgcgT5NlylkqQt1HA5gxcPVSmiSJslXuT5qzjcn2Crmy+j7yYbs+7YI5F95GXCPIRTas9UpyPvJB2yO9kIm+O/ql9hhWEORvNjHS7oCS/X7C1ab2r/8Z15dPtRW4CN+k3uN5GkFel532T1sHuNH1MMmG2RWIhar0iKZWAL/tms0zU+kJ0eNcT5OVPn3PdwmKQPmq9f39TZ3B84MqmOZdiBPmwfievWStOH5kUNPLspx6mbZSaYGs0dTJhJj9m5397/WEiAewysBZ7Dq0DwC+2e22aff9ZA1caExISawLd82xt7cbj76/AlpYu7fTGFTXy3nFJmUUhslT88F+zra63ccmLax0h9g82yXGL4wUhVW8Yk0olCvEgHNcNLKaootYD5t+hTdR6x3UD8oLXLmRyBNtuvX7Nu4zNV/YMOeabq00lcfOlR+OEA3ctnB9Yk5TWnbF7p6t+f33NtN56Zr1p06bCHvIsuVwOmzdvtkpr8uTJuPzyyzF8+HAkEgmMHj2aO++6Lm677TYMHz4cgwYNwnnnnYeFCxfKE2N49dVXccwxx6Curg7HHHMMXn/9daty9TVU2h8XLjNpMe8svStFk03x+/IEB860XuoDFcxbZVZjrJHnTOv11zquv7zvPYOt/MA+gypIh4gy2J2hj3yWMcGMKsiHBS4Sky3Uj8H2QGJnaRu4SsQbGMR95BMI19xJNfI9Iyj7jKWKWm+jgc0ZaHn+NW2dUVqyYHfZgGl9BB/5/5+994634yjPx5/dU26RrnrvxSpWsS1Lttxt2Vi2L8SYGkzohEAoBgwhmJLAF4cWkhAggVCMAySQX0IowQIk44KNbdx7b5Ilq1i933vK/v7YM7szs++0PXvuPfdqn8/H1rm7szOzs1Pe/rJ6Bc2OVZcSoA55k3mzjIWTRwp/88SfTIBQ2ij+OuVm5LK+qD2KF9DVA/eYFjxBbttm3HZz687V6qJWD1Aq2re5/2gFV/7X/bj5yZcS7bjG1TBp5O0Y+UZ5BQmu6hL1SeP4HpxGvnFN9c1E03r1hsR/l/1HkoFhbUeON623IXCzEnUmfOS5ik3nCzUNeWEJdU+Gx+Ux4JkKHl2ERr4qKSayMNMNGT6xcd+j3ewA4L3/cQ/+/rdP4F0/vEcv4OO1kpzggn8k8pG3FA4PNFS0IIVmv4SrC5fQNtc4b1pvjFrPCfhki6HfP/mSUvAh098q+H5y/quET5RfOeuTSiOfNK1vCDGIgLPUGPF949+/WPBJpr3o2zn3qAIFAseoaT2PCy64AO9617tw9913Rx/s7rvvxrvf/W7nFHSHDh3CiSeeiG984xvk/S9/+cv4x3/8R3zjG9/AXXfdhSlTpuDCCy/EgQMHlHXefvvt+NM//VO8+c1vxgMPPIA3v/nNeP3rX48//vGPTn0bTtBp5GniVb9M2P2ytJHIZ06JYxyivigk6Qzv+eE9eOs1dyoXmq1JjAvxyZvpsZ64amb5MbM9eGjTejqtyEsHaHM0RpimFTBSWyI/9vLQxYydvt4AQE06FJs1t419TMO/69zcNRH8QZBMJUNFhG6ZRt7J186ci9wWpGl9XTStt/GRT2iLCNP6tH0mo9aDtav/Hv/8hpPwVxctwnvOnS9cF/1YJUZeQcTEbRL3HF6NiuNRLHCaC0uGiUeNC1pFQVdfs6apaTTyLj7y/7ThSfzvfVvw1mvujK7FWh23vuv2GN+zI9SplKw8VOcjnUee8pFvMPJK03pLRp775izlUxqwtXLHs7ut6slqi/R9UfAiBLuz8JFPnk3qKP/UGgizGLD6WB1iOf4sZ3PxKBfVfsveI3h8m5oetUWBt/NvQDat5+fdXc/vAQA88MJe7ZrktZJhlP6wDuoZG7eTwcBIhwCOzR6bzUQz589R+zzysbtDrZ7UyN+7aa/y2Q5FYGQZYa53sZzquKjVk3sv6xPlMhanSORN68Xnw2cD4R4Qn1l832z2525Li1d9sLv2nOtp4UxZX3PNNZg+fTpOPfVUdHZ2oqOjA6tXr8bUqVPx3e9+16muSy65BFdffTVe/epXJ+4FQYCvfvWr+OQnP4lXv/rVWLZsGf793/8dhw8fxn/+538q6/zqV7+KCy+8EFdddRUWL16Mq666ChdccAG++tWvur7qkABviqKCWiMfLz5+mZu2hlgjX5Cui08yv2V+cVLrlLf8+c0j23Dzky9h857DZNu20auFqPWmsrz5WeQTbNVMBH4zstXIUyavpaJPMi/b99ORnqONPy0jT7wnf5glTevZvyZCK8lcNOsjX4o06OxQiAluk9l+gKTmt4Mgklvlj+dimh1Glc+mXTGPfEOwljCtVzcWp1RMaouA5jUggEoj39BoGD7H0mmj8L41xyWEZ4LZrFS96nXr0h4AJH1obUDtUaWCH32LWj1pvmhCaFqvvq8jTNJmi4jbduPkXRj5IAjw4t6kf7cNI0tBm37OVSOv2ONULVDfR/SRFwXbKmF1rS5q8lXg5yRlWm/LcLvOj6yEnXygrLBerg0Liy8ZBd9TzjtaMOAlLG7kUh08I9+o+0gLTNCpNGVysDsVtMHuONN/D7xGPvmMHDG91Zg7YYRVuZEKN0sK1Lxwma7NnLuqPPK69gu+J1hquXwDz/MwwoKpLfjJCPeqORNwpvWMjtVp5Pk5JWvd+bUdxzVK0h38Pivvz9TQdZeLVub1X/z14/hjI7CrDNcsOO0O51wlEydOxLp16/Dkk0/i8ccfRxAEOP7447Fw4cJMO/bcc89h27ZtWLt2bXSto6MD5557Lm677Ta8+93vJp+7/fbb8eEPf1i4dtFFF2kZ+b6+PvT1xRrP/fv3AwAqlQrpRtBO+PYbT8BVP7wZN2xVEzzVWp18j3o9QH/juueBK2Oa5AEqlQo6OPPJSqWCel2UJjIihF+ctXqyL9Qhq2J8KpbmX5VqLWrH9Ey1WovHAeG7uPpa+X48fh2WZqXUHuwjQFBP9nebgpE/dLQfI0peKm1opVJRMvLsXRLpWKpVBHUvjkalQL1eT4x7k3x89DybQ5VKbE7qG+ZsvV5HJSFYSJajxj4LVGr29fZXa6jVsrHxD2rxOvC98P37K1VhvlRrdfXBXg+fr0njwuqq1YOo/mrjHQt+MoWNDv3E+qzFJ7/22Wpjndel8a1Vq1FO4r7+flQqdPC7amN8KpVKNIPYOwPhvBH6Y4HDfUmmqugBXqPdSq1mxVDyqFQrCOrqOXG0P2lazdAs21WpVPE/d20EPLt9phYE0fwwgSccw7bCcWfaH9t6GHR8f7VaxYQRZpKHzeOAOKsAKAe0RqzxSpUx8gDqLGhUWO/RftqvvVavxabegXqe8Of6XsL1ip1lJrjOD+o9UyGoC+8XIN5LoHlvoGHVUhXnvO950RjLIAUDQT3aX9hZJY9ZJ3+WB+F4H9GstbTwQWf9Ea8FCrdW9VjV6nVunAIELGOC9A0rlQoOHdXHWcgalPHE0mk9eOTFA1GfAMCWjw/PKVprnEXaPBOCIO4zE+AFQT1xNjGUCh6q1WqcmaVSweE+O36DtTOyo4j9R/XzkZ2Fcl8p8FrsrnIBB/qqOHy0PzwjiXPa8+LK2Fka7efct+jr70elKNKTzELS4+Z1H2ftoqJPy75dXIpbntqpvMfepZ35O5e+uScdbWDhwoWZM+88tm0LU+NMnjxZuD558mRs3LhR+xz1DKuPwhe+8AV89rOfTVxfv349uruTaRHaDUvGerhhq/r+xo2bsG7d85A/98GDB/H7W24BUER/Xx/WrVsHANi/vwDd8X7wwEGsW7cOlaNxuXXr1uGhHR6AeNftO3IYgIeDhw5H5fr6+6N2GGq1ZHu79uwj+7Bt+w7YGJI88eRTWHfkCQDAoy+K/UqWfQI37HkcQBFBUMe6deuwY7tv1Q5DvVqN3mvvLrtnNz33TKJfjz70YIPBF68fUGzWv93wO4zvBGp1/TeT8aFlYX/r1Njv3hO9y65d4v3f/PrX8DzgmU36d9yzdx8eeWyP8B4H9u3RPmPCkUMHAXjY35h/u/sAoIigXsczTz0B3TfevXsPQnomfpe9u3Ym+nPP3Xdr60mLZ597PtEWEDIq9SDs0/nT6rjhRR9PP/MsRhQDsh8eAiQTL6nx+5tvwvjO8PfzjW/21DPPob/qgY3FlhdfRLUW/83jvvvuQ7ApwCN7xDW0c0e4Dg8fPhzNleeeD+svoo6aQx+37XgJ8tjs3bsXgIfnnn02cY/HLb+/GU90AQ/uFvv361//GgjCufu7392AMR3xM3VurTz22GNYt+9RAEAQhO089OCD6Nz6AADgyc1hvYe4PcyE2+64E/K327N7J57tC+fbc889j/46tO8l44477kTBD6A6sh9+5NFEmwx79+xyakvGTX+4Hf/6aFh3yQ9gGodaPcBTTzyu7A+PPXv2onYoiPrH5tKOl8K5tH3ri05930OsaYabbroRo8vA+dN8LBwV4FuP0/179NFwLLdufRHr1m1O3K9V6L32qaeeTrS9dft2AD4OHjyA+++7D0ABO3ftDs+YIwD1Pbdt34FaPVyPd91xO1kG4M914PFnk/txrVaLxpM6Yxl2vrQ98awO9917L7LYI1/YuAld+zZGde3fuy/q72bD+XLg0CHc1xhPhmp/H377m1/DQyGxRzJahMemTZuw6wgA+Hhu40YAPg4dOiTQJ/v3xP14+IH7UdpyH7a95HbW2mDvnj0I+b243v379iGU9YTXKv0Vrm/xnNj0wgtQjdVLO3fhjj++BKCAgwcOYuPGAwB8PP30M9Ez1WpY79079HRS1mDnOcPfrKjiP5/ZB3kvCEkfM6uybt06bNpIzJugjqy/FwWett3yYtiPxx99FNUtin27QWseORzOp9tuux2bDtl9A9ZOvd88F2+84XcJOi8UeCSfO9rXjzAhjod6/1EAHv54972oPh/g4S3Jvh09cgQbn3sO4Zx6FuuqT+PQobCtO/8Y713rN1yPnlK8rwNAX38FgIctm1/AunUhT3foiMhT1Am69rbf34hq1W0N9pQCHKh46CwEOFrzsPnFrcBCYMOGDdZ1DDQOH6atkik4M/LveMc7tPevueYa1yq1kE0ogiCw9uG2feaqq67ClVdeGf29f/9+zJw5E2vXrsWoUaNS9HrgUKlU8PRP9ZNx2owZ6O1dhg/evl64PmLECJx55gn4+wfvQFdnJ3p7zwUAfGfjHdh8aL+yvlGjetDbewa++dzt2NHwD+vt7UX//S/iP56Jc9mOGdWD7UcOolDqQONEQqFYQm/vRUJ9f3P/DTgqBespdnYDR5Iml2PGjQf27dG+LwDMm38cel92HABg6x+eBzY+qSx73IKFWLNiGj5z7y3wfR+9vRfhun3346E9O4ztMHR2lNHbuwYAcNPRh3H/rheNzyxfshi/2fyUcO2UlStQLvr43hP3W7V7xtnnYv7EEYlvy+B7SXOxs48bj/f96UoAwCfu+R36+0VJ64ieUejtPR0A8MMX7wQO7I3uvfzlvQCAp373NNZvUaem6ekZheMWTAY2xZH+J02YgCf30aZONhg/djS2HN6PESNGoLf3LGzZewSfvfcWFAoFLFu6GL/c9ITy2TFjx6LOvQcAzJg2BY/uFb/xaatPxTcfuyd1H1WYOWsWsG1zQltdLhaiqLAL5s/HDS8+h9lz5mBsdxl4IZkloVjwnczCLjh/DaaN6QIQfrPrtzyLGbNmwdv5YiQxnzp1Kh7b/xKZEWLlySfjoqWTMfKpnfj243HQnenTpuKhPdvR2dmF3t5zAAB3/PJR/GH7Zozs6kAfoSFUYRyxpkePHg0c3I8Fx83H9S8+p3x2zXnnYfb4bnQ8vkNYMy9/eS8+dvf1qFXrWHP++Zg6ujO695E/boi0CIsWL0bvWXNRqVTwL4/+DgCw4qST0HviVADAppufxXUvPI1yZyfQb5c26cQVJwOPPyBcmzp5MhZO7cH6Lc9i5qzZONhXBXZopK8SVp16CsoFH19/5G7y/nELFwlrjcekiRPx5L5d1m3JWHbiSuDR+wEAlbod8bRw8WJg41PGcmPGjsHkng48uDtch7294f7y4213Afv2YM6smbjzpS3WfZ06eTIe2/sSee+Cxjz4k8bf3/o0vWcuPv54YOOTmDF9Onp7lyfu/+39N+Iw4Us+b/58YIs4V8eOmwDs3Y1xY0fj1FPm4Zon70fP6NHo7T0NT+04CNx/W6KeceMnItgbfq9zzj4L//jwHWQ/2bkOAD/aehewW1xDhUIhOms/eucGZT7q6VOn4sHd9oGKV648Gdc8+YC5oAFz5s7BqceNx/eeuA8AMHbsGPT2rgYA3HPd47hluzqgZ1dXN1asWIBrn3owutbdHe5Ff3XX9QmLl56RI/HS0UPCtblzZiPYeQhP7d+NmTNnAtu3oKdnJHp7z4zK/Grv/XiscUasWhnuhd945g/AIbGuZjFhwjhs69+P/r74LB47dgz69x/Fvkq475TLMY3Bn/fTZ8wAdtD0xpixY3HKKfOBR+/BqFE9mDt3HH6/bRPmz5+PDY25WmzQZIfu2YwfP/Nopu+lw8RxY7D50L7o74svvACLTz6MN37vLrzhlBno7V0CINTi/vVdZoart7cXt/3iEWCHuF8UCwXUBsD/v1iKadt1++4Hdu3A8mVLceqccfjSA8l13tEo//Wn/4DtRw7hlNWr4W/cC2x8xtgW2yev3fxHbHthn7bshRe+DF9+5FaBxlYpAwrFUmjhUa9jwpge7Nx+EMcvOwG9J0/HppufTZwxI0Z0Y/78ybhh6/OYM3cuei9ZhL9//Bag7wjOOOMMfO2RO1EPgDXnX4BJPR34n5fuARp7m1coAPU6Zs+eFX3rj999feR/29vbi7+66/rEt7u09yJ84aGb0Vezt4z54mtPwoyxXbh301589lePY8LEyQC24sILL0SpVLKuZyDBLMNt4MzI79kjHhaVSgUPP/ww9u7di/PPP9+1OiWmTJkCINSwT506Nbq+Y8eOhMZdfk7Wvpue6ejoQEdHR+J6qVRq24/Mw0xa+fR7eB4KhXAK+L4XlTH5p3leWJb3Sy2VSigVxelULibzqdfrQaIvlM8d88s5ccZoPLA53qhseRhPeB91AJxaPYDn+Sg0+s7ezTntUSEe45EddnNmBFGuq6Ps5LNYh49iUb2MfcIctsD1lRJw1ergvpF4n10vGlJaBUgeFuUm02CVGs8HCL9RoRC7hajqftsZc3Dtbc+TptEdpeS4lVu03oOGFFpm5Eu+j6NopJqK3sFTztlywXcy0y+X4z2MvW8ATzSl1wg5S6Uiubb59RHNFS+8Zgr2KI8Bs0gQ0OiTaZ6VG3t0mfuWnhf2idXqFwrCnsPPBN+P77EhYe8MAAU25xwsM2uEdqyjVIjGMPA8uNKVvl+Arwt8pjkFmg0y2Z+CBia/KQHP81Ag5hLbO8oOEasB/R5TtjzP2dor+PS5qVwuXnKc2Xcu+j46ymFd9aDxnp4qxWo82bo7dWk+4/7tPUyZYcZnYBi/hp7EpjUmQ94LyDp9zxjQsVjw0VmOx5cf75LF+VKQyhQaZ37R9yCLEak1UCwUorgFbL75nid8c/5bLJ85FqVSCUdbwBQWCz7kZFvFgh/1DwDgQTEf1es7gIdCIRwn3/dR8MPfHlevh8Z+6Q+cNh4Q4w8A4Vl1xoJJeOgzazGyw84PmkepVCLHYqDy0AdBcv8qlYool+n1UiyItKbvFxvacBovXz4VE3s6sGbxpJjW7DTvZx3lsjiPCFy8dAp+88g20Ue+I+x3NQj7GZBj68f7hyful6ViMaI/C4XGmcp9U0YD8LRzP0fgq/bqkV0dzvYVXR0lnDhrPB7bFgrgatFZ3748nku/nBl5KpVbvV7He9/7XsybN8+1OiXmzp2LKVOmYMOGDVixYgUAoL+/HzfffDO+9KUvKZ87/fTTsWHDBsFPfv369TjjjDMy61u7wTSpVflhA84fRoiOamqvUTZd+rlkfdRGe6ThK3PmcRMERp7SRl68dAr2Hang9mdjrRPvNqYiwssFH0fqtUSu1fBft62CH4vm8sh7iQNs2uhOvLhPHexOx2SE3zUgroUgfeQ5zayqalPAoyBIBp5pNtgdnyaJhwdPKXg5Y/54XHvb8+S8oQIjtS7YXRz0igc/JlEwNE20VZc0kXJ7hWg9imlZ6nX1GlEFuytyAXpixL51OrztjDk4edZY/M0vHsauQ/101HpDwDEGdpsKUEelWgr/Drjfcu/FoFtsH3CJQUH5v4dEedy+a4Tohzbvw4xxXcr7Oh/+Zuf04X53n+h+B6sRaq9lw20KYilDt8fYDgMV9FCsh75O+W2yuc2nRmNnkzIODHd46YS6/Jyk0pPa5jd3DXZnw2CVCj6qhngjuvRzpjmrSj+neta0b7Ihl7/t61fNxNM7DuKTvcdj9vgwOFsr8q37RNR6PmCnDtr0c/V4FnhIBiazracVkIVu7FV7LJhTFahXaFUmGhlUBpdwzdPts72N9a8WBNpgd52lAj5z6VLh2sgOMwvne+a9L8qowdEeLDo881un9isPcd1ysDvPa6RPrAdkjIIo/RzB3PP1J9pM8T3ZGEcpeIdZ1PrUPvI8fN/Hhz/8YZx33nn42Mc+Zv3cwYMH8fTTsanGc889h/vvvx/jxo3DrFmz8KEPfQif//znsWDBAixYsACf//zn0d3djTe+8Y3RM295y1swffp0fOELXwAAfPCDH8Q555yDL33pS3jlK1+JX/ziF7j++utx6623ZvGqbQnTvFZFwRbSrvF1mIjnxr+yRFVeYEwKzhMm1IImNfKNDU1mdqkF2FHyccGcSQIjL0bHpN4ifO5IpSbcjxkD+hkV+FR89unn6DzyfH/KRR9TNIx8f7WuPYCp9xAZlST4zVQVBM10MNB55JvTDLJ82MkDQ50rm81Jat7I6RP5NrJGLdLMJbUu0e9IUKGes64MIE/AlqKo2WL6OX3UevFfuV6eWWBDTKVV5FH0Pbz8hKn4lxufxq5D/SSBIBJCarB+8HtIlCJRQUAFwm9+rifrYj9dgt1RKYxKUpoh13zF/7BB7RoUtqn7hs0y8u7BvWzTOAUKl3t2TmSZfk5u551nzcX3bk26bZjTz9HXqWXE50qO13c4NpQrCyCOne59+DlJxVDhp6wu2JdzqlWLMuWiHwnj1e2K35dfr2ZBcfJ92F5BzRnqmu/Fa1L1zXuXT0Xv8qnCtaOG90qDApFv3PP0OcgjaLamgFPiCLICBT04kJAF6Vkw3NRZNkAKeU0eebo8ozWYrLJe1wt4KdrEjpGnUxrzYN+iztEeLGr9pt2H8ZM7N+FQX3KP8bx43cV0GVMOcvfIM77RP03f1NZP6neh3El9aW8YbnnkM2HkAeCZZ55JRBE14e6778aaNWuiv5mf+lvf+lZce+21+NjHPoYjR47gve99L/bs2YPVq1dj/fr16OnpiZ7ZtGmTYIZ6xhln4Cc/+Qk+9alP4dOf/jTmz5+P//qv/8Lq1aubfMP2hWmfUmrkEZAHmKk+VrZLItjl50qcBjBqU5E2RgYjdGWtP7UAPaIOgRlVnHTR5sVp5FUaSBP4Q8k2/RyZR77oC+84olzApJ7ORDmGvmpdewDTr8ERTMTYC3nklfXqx4fPhcxQbpJJZhJs9q34tDoqzR1rkZo38twCaOY+C0SHm8zIc39HaWj45L8SXKOdC3nk2XqUvovV/JE+HaWRZ9/DOP+ZcKAx1BQTGq9HfVWUoMGTriU18vRvNrKUoMuFyKW+UangcxYldKT+ZlDVMM7NauSPEBr5N582Gz+8Y2Oq/sigesfOJWcXJ0P6OR6ffsUSvPrk6Xj510QhP/Ml15CX5FWKWGVzm08zxQScKuEQP3+0eeSjaNF1UjDE9pxaPbkX83DXyJvLlAo+/u/9Z+GXD2zBhJEd+MKvH0+U8T1PzCPP1Wv67NQWyfZWas6omIV4fTM6yPxyPCM/fUwXthDpE11B5RsveJ5R6A7ocwzVgkBQ1sQCWKKeAdbIy+dvFow89QauVmxpwQsR2JFW0AhjIgsSjhFm6YSpzC/UPj6CYOSvumSxsN4Kvmc8k9k+wwv8uhouAT+4Xb3PU8Kw2ALES1hRulpMuFrGAuH6l8/gWCMv7sHDBc6MPB8UDggX/9atW3HdddfhrW99q1Nd5513nnbz8DwPn/nMZ/CZz3xGWeamm25KXHvta1+L1772tU59Gcrgp/q8CSNQ8L0wkE4D9YBmZYOAl57RByrZXuP+J3qPx13P78Hbz5iTqAOgiRC2oD+/7jE8s+Mgvv2WVdqFLGutKU2PT2yWAoOhmGKMaQstE0TizXXv560TZAGHCrRpvY+AS73TXS5iZKd6mZo08hRMxIGQR15RtWmOBEGSeXYlymWUOMEL3zdPIgipflKELsW0U8x9FmAHpHwYi3mU40OmNXnkw99JRlNthMsOaXl9sX4LjHDjt8kihR3OsamxWiNvjNch1cX3WSYwwv6qB1YW5oV1NPrjlE6PMq33BILNVSBjgo4wadq0ntBAmtxkXAIyUswTG29XJlO3x1DnTA8Rp4SNpepcUu191CeocXVF5quNayqrBX7sdOPM5jX1ffj+mKwjCo4CVhuGq1zwsHzGaCyfMRr/dRcdtM7zPEEAKzDyUhuLp/Tg8UZgXUCRR95RI1+r16OzMEr3p3gfHvz36bA8603w/STL4vt2Y607/0O3KfZucRu0q6Vtb7NB4vzNgN8eTNN6vmmbPPKMnvE5Zpdp5LtKhTAgKgdqDstubL4HvPvc+di+vw/X/CG0NvK8mClXQd6bwj6Y5zZPe9cDZgGCqN1ofUVMvp0ijyHNpysRMTJYE2y/OeYZ+TDlRwzf9zFx4kT8wz/8gzGifY7WgJ/sCyaPxL+9eRXmfPy66FqtHpAbXBAoiFdTe40Ss8ePwD2fehlH7IvlKC0pW+zf/n0Y8fzO53ZrF7K82ZOaBS/Ztg3xzpg2cfNJt+l38Br5Jn3kebqrq1zQChVMptamg416X36TU213psORz0fK4EKUlwoerrxwEb70m8eFa6xuvm8eNBr5RpOURl427fM8oFxoTcCfGsEcyKalrDvU2KUFv7YYkyPPGd2ZprJQiRl5fp2F/xoZeY/9ywQXyTlsMm+O+yfWBfBxLhr94srrhpXdEvfCpDDABEpoVCr4gn+qC6NrA8as2WpyXEBp5E0uD7auAwFUGvnwX9e4GjrXGOoOxcRGTJ2iKtVwmnzkI19YS408ZW5N9fNwn4qRD++bzgjTt0zAojh/bqv2Zt+jBZlAUoA3aVSnxMgnzyb2DDXfVVZ/bN+I6CBHvrzk+oACoT+8J11TM4E8dFuTaG2I6NsJz3D70kAiaVrffJ3UGhw403pOIy+Y1tMdYGd/zAgHgkupzMhTAetkZRlFzxU8z8iUU0q3bgPzH7YX0y03P/ESTvjs+sjNR7AAkZQvch3K+h2vA4zOEfdE1g92PrhYjA0FODPyN954Yyv6kaMJ8JNaxTyrNukosI9Lex7/O6m9YlARVXxX+qo1LaEpa0gpAtiDlzj46wSDIYMFW+EtFtLu+bxkvlkfeV5b110uaMenv1ZLfNtPv2IJPverRm5s4hl+ilBVVwWNPD14Zh/5JIPmopH3PC9hXsmbJgt989QEP2PEKGYxcQgCKBVbc+pHPt/C2Ivzlif0syKpBNP6RluVBCOvbk3lI8/qFZnk8C+TGR+rStaG8aAEH2RdhBAxeiYiWsO6nt95CH94ZqfwPCWIEAJFSxoFG1CMU9EXzQyz1sjzgYNq0uxpPthd0mXOpMWV5xjD+Ysn4YbHuZSPynMpvO4aV0MXHI+aSyXKtShi5PV7igytjzynfWbXVFohJgSRTatlsMdVMQyYxZ1RI+9qWm9RhmcCVHuz73nC99Vp5OXvRLvoNdqjGHniW/ZX47wqsUbe/HZsDp913ATsOaxPs2kTvR+gv4HsIy/TWmwItBp5jpGHF+vkqScG3Ec+ESw5E04+gYELdgd86+ZnsGN/X2yBpxHGJE3rgaMN0/quMpVlwbx/UUvZ9zwjU07R6jZ0LG9aL7uYeEgG+KSmqrMg0QDqXeRgd1kL0gcbzuLE888/H3v37k1c379/f6bp53LYg18HlCnq7kP9+PN/T+Yf5qPWq5hzsj1lP6TDV0GE8URxgKQAgIdNsDvfS27WNQutcgdvWs8xhWmQmY8850sLhIy87nv0VUQf+Uf/30W4/NSZ8QVSAsrXpyZkAXM0cxUoH3mKaFYhVB7Q8ymS7nJl1cHuwn+pjVvujicRllkiSrXCMRq+5wmHWMToZaiR5/kaRgjI2tJ6AOUiiQLHJTTyopsD/5uf/zSBKtZNMcls6hiD3bG6+KBZUv2s9vO+chM++bOHhecFf/no+WSbLkFuSR/5Yryu64F7sDsT2PymhqtZQomKWm+qU8U8yvNBtf/H68Wt71qNPLG0qfnJgtGpXlFtWk9p5GOhgOwjrwq4xGvkdXs/M9/VZRWoB+a4Gs6MvMV8mjZGnWGBwUUjL/dRZ1pPvQ/FBIUa+fA324NshuKfXn8SPv+q5fiXN55sFE7bWpRQ52lBoms8RXndUeEStX6gfeRlRj4bjXwSrWbk33vefADhWH/x14/jmj88h2dfCtOcFXz1eolN6xE9zzTyFA1JWppI84tqy/c9I1NOzWMbOtYjaG/hnuwjT1pMxM//25tXYmJPB/7zXasbdbh/O0qYy4auFO3Bw0sj70y13nTTTejvT0ohjx49iltuuSWTTuVwAz/VKcLnno17cOvTOxPXA6QzrVdRMvJV1SFWlYLf6TZaq2B3XpKwtInKHfvIZ6uRtzatJ3Ll8gQ/EGo2KKKZXeqviT7ysjkmtXGKBEGyX2KwO3rsTBss5SPvwiRTZoVFjhFibbC+qE3rw2cYY1FSBFcCmECgVYx8+K/QTYmQjSOq1p18snUQNfLMtF4k/PVxSsJ/Exr5KJUaV0/jX37+k4w8l7MZoNe0ybyZITb9T15jz+re79u/fxY7DoQZIerUXuiJc84Gqqj1vMWFirmaPqYL33rTydZtMfAm3DLGjtDlIo+hYppJ03oD1S0HVFS1UQ8Ccs9lw+3KZOoYJ+oORcBGzLeiHtV5Rc2ROGp90g+1piAm2dwoavxr+fb0jLzZ+sNVWKIqzvd1+phO7rqK0PeUghdTvB1qekXB7khCPtlOaDXSWN9xzkGyPzxGd5fwxtWzMLq7ZBRO26ZPLPheYp/Smdbzzeqi6PNxkDyPczcixm/g08/JFnHqsTRlQmEgBTwttK3/87Pm4u1nzk1cjy3Z1FY1crpEPtgdxXhT61R27VC11W2gSal5bHombE/9fryiQqbZhHJcBRctnYI7P3EBzpg/AYC90pAHZVXJyqtSGA91WJvWP/jgg9HvRx99FNu2bYv+rtVq+M1vfoPp06dn27scznDZtORNnsF0ltkSOFSebkDUENTreu1OR9Eu2J1cRd1Cqxz7yItMIf+vLfh3tdkAAbWPPP8NVT7yXaUCDvfX0F+tg4uNB9/zjGbZTnnklZpafRtBkMwd6uLvSvWrxFlQNFqJyqqIUXaVMYudpQIqNebDJUuzWxfsjkqnJluSsAPtt49sV9bzoZctwFevf8q6XX4uMaJZJuyDQCOwkZjuuF5KIx/+ywu1qMAzrCr2L2V6amtaT/nwe9K/Ovr0QF8Vb/zOH7Fi5mhsOdw47Im6KKuBxVN68IN3nopT/+53wnVVHnk+KJDKb7m7XEiVOYHNb2ovXTS5B1ecfxy+dsPTiXs8CgozYFIjb2LkFe8nM871usICYqBM6zU+8q6aPIo2rEaMfCzIYa5LKvPOyLS+YPCRbzx+SJMesG5hWu8a1VvFcI3sKEb+sdPH2mjkxbPOk/ZGHjYa+aLEGFH3ePTX6gnhsCvPZzrTbM88Wliv/v7hNwj7rEvzF1p3sWf0c3qgeZukf7e67LjusjIFLw9XH+xmoUovF1mUaXzko/RzHLPLzgWKNrSxNFGtTduo9Tw6rRh59VngeUnGmZpi8tzXuevagIpbwbo4XE3rrRn5k046CZ4XmnpRJvRdXV34+te/nmnnctiBn+wu0vUw/Vz4mwrwZNOe7rrqEOurxQdPPQi0hIQcFZYiNCnzHsFHXlV3kWdGRIGGq5lZmjzyFNPYUSgIG9uIcoEcn84GI99XrQtMWMjI6/tO+hNzCIJQEOL7XhOm9Umpp6tGPqGVUWnkofa/5y0XgFAwdAA04euh9ab1sikp/7eNCfTiKT14/5rj8I0b9UwZ0NDAcHUy5ltmNG185OWuRcPEa+QtfeTjOtTScWvCmtN8RJeka6aV/PSOg3iay/LBtxnvB0TTCksQdfq58He9HijTz4VaM3fqhTFr1BTyPODKtYvw3K7D+L8HXlTWUSr46KvWE369VFT0tKb1thr5KI+8Y7A7l/RzAE2ExubwdD2q6zofed/zIKdsVGmFeL96uXs+ArxvzXx8/cZnI2E1ZTHB98kU7C6r9HM9HCPPm9aravc88UzQnUuJPlKavcYz8pz56p+ehOse2pooX6nVUWoEN61xZ4kLTOeFrUbe95MC+IKvDr7HCxZ1jDxP2/AKD4q+GWiNvEv6uW+9eSXe88N7jMw8ySi2UCPvgRZEMmsbKhsBA5sbsaVWvFYpZRC1TlfNHmfVT5OVaImgRbutTOvV7j/h2IS/bWgMVf08bCwzdMEuo2B3x6pG/rnnnkMQBJg3bx7uvPNOTJw4MbpXLpcxadIkFFoU8TmHHvzUdpGuB4Eif6qhCtVtm/RzgEjoBobm7EzrvcTiFfzwFZtIBx/sLuVBLtcF2DMy1LcqFcUAaN3lInnAdRbjCOT8nuTzuycsotYL17mURfU6OvyCJmq94kYD9SBIbJYuBGPIhIrXGLNel6S72vRzCT97jbRXI11uFipGXgh2Z9W2XSRjIMlsFRUaee0h64tag6huQiPPfvKCLEqTzWqSNZQ8+Ki/OsSSdv67eo1/keijDagI+Kq2ySBaZNR6zrRe4yPvOXxfHrrxiiwgDHXwY8mv3aOURj5l+rmEj7ziAGCfzDUquM5nmRpXam815ZFXM/LJd+azCcQ+8nXhngoF30vsX397cg2jJowAAOw53I8gCHCorzmNfFbB7kZ2FoF94e/pKXzk+XqTgsOkAEgeb9lUGQCevPoSlIs+fvvINsjor9YxohEErJ7SCsM0drqYDTx8L3lWyzFU2M9aXYw/oxPkhOnn4udZbdTqHGA+PjE2uqE/YcYY3HbVBVjwyXVabSq1BlvqI+/p3RMLGkaXnVmRaX09Nq2nfeSTe9vyGaPxb29eiXf/8B4Aass6EyNPmu1bWIb5ivcHRLo8OoMNpvUmsHHRfVLqDIiEfCz93LEatX727NkAgPowCxIwHJBeIy8GDAPxm25PwTRJl20Y+XpdH9jLJtidxLsCkHx3FdWLeeQbdVls+h5x6PIaeVsfedJ8vOALh3dXuUBqbti49FXFqPVy/8lX52U2fFulAg41iIJqLUBHUS0EMY1TPYgJYgYn03ok56Gs0eKFLyqCX0cQBoH4LVt43JPmup4XBjSK+mZJcNj2Uz4g2RhRwe5MLhSJcSS03YyI6OTWAp0uUmS09Rp5EyMf3i+Tmr1GHwNzwC+xTr6r6vZ9zyMDqFFMOh+1vh6oGV3ZisIWFU6Lm6gzco/Q18EIoJDYid/hcIWIWi+ZQcufUCWooDXyyY6x759p+jniFjVepqj18pycOa4LL+w+os2+UPCSeeRNfpqUjzxvffbIi/vx4f+6HyfPHquswyrYneN8U40LL8y2YeQ9zkoBkNyMFEJIBmro2Pri62Tnsjr9XPjbNiaHDJPG3VZIQpXjI4LzkL+nSSMf03he9IICzcDKDqCWkrKitGG4w/HQMPLEtRYq5BuC12QDFSHtJP1snH4u/LsWiOnnZKj2tjOPm5C4JjP0Ju06FXjQZl+glGjxvbiOKGq9IdgdVQcPGyVZmRgnVs8xrZH/5S9/iUsuuQSlUgm//OUvtWUvvfTSTDqWIx3cfORjJppKuaSC6rbs46ZaoDyRV1XkuGeQNfIqvkAXtV4lKCB95NVdiVD0vQQhzveTCmJHwfc8XH3ZMnzq53EkbZ7gB8IN+CDhA1nitNO6nNsmCTX/TFdZZORNfdeB8pEvNAhTG8m/7ycPSEbMxXnk4/dWHibS3zIj4Xte1M9WCu4pU2EPYr9t1q4LoycfxKx+2dQ2CNTOGHF6N/23AOLI7gWOqZ4yuhMv7JbT0kCokwqM5uojL6axEgUFQYBETl5tnT69PpJtq9Ja6X3kK9W6kokL/WKtuxqBaRi0GnnDWLK1ITNNVJ7ygsQsHa2I72wbtb4eBOQYUxYsNtCZOlNziRqvqilqPff7W286Gc/tPIwv/eZxrY+878faVXZNFRCQQeUjz/f55/e/iEVTRinrsMmQwFtXrJw9Fs/vPIRdh9Rp1VTjMqmnI/o9YWQHWYbf/33PE7RnfL3yZ5EZZupMZ2Nlm0e+UqsL/slhH7ITHIX3LU3rPSLYnYIJlPcXXbDDGk9feZxGnph6bDrapsxrBh6S69Fm5I1lDBaIWcP36PXAC4ZMAkF+DrLnqPhSqr2Qv6yircwa+aSbg83e62vezwOSUetJAZy6frnmK9cuMvZJJRQDjnEf+csuuwzbtm3DpEmTcNlllynLeZ6HWk29qeRoDfhp6yJd54PdZeEjz68fnSSSP4gqtbo2R7PNQUhtOjY+8kwKebRSw7/eFPoc2wxf0fdRkeY5L9GU/fpV8D3gTafNxo79R6NAVLKEs7ujSErcY+0OnXmAwSSh5h/hNSqMmE0b7I5KPxf6fHpWObk9JL9FnH4Owr+6XenZWwAAwE5JREFU6MfyVJbnie8Btaho6w78OqExDQk1R0Ye9gIHWcquC3anAhVMjv9bsHyJfDGBX3/wbBzqq+ILv348ych7iMoBKo28WEaFSNJeTGrk2b8BAhw86sDI8+tDV86niR2KkS8X/IioOarwj2ftpZmHumB3Ud2GaiNGXiLqTMHuOoqFBCOvEgTK+3kQ0GMcmda7BrtzjFoPhO/Cz8GqQYjEE66zxo3A87sOAwB+eu/mRNlYIBWPGYtBUjMw2EXfT2rkkfzGRzTB7oK6hQm/tAelTT87pruM9R8+R5jrgDjvCp6HKhf/oiiUE/dGoY+US4b8Hor5Sz0PNNZp43LEyFMvpoEp/VxzGnl6DspZR1460KesN7Q2jN9NFzeEDzBZrbeWjqc0uTbnmk3aWxnNusvpBBuUEgngglxqBLOsRt60nj1H7WMqa1sxSxENIyMvtac622ToBM+eR0StJ8rpNfLxvVs+tgYzx3WH1zV90sVCYWOoyhgyVGHFyPPm9LlpfftBYKAdTBEDJKO1h7/1z6kITf66LnWKzMgr08NJOdXV/UkS/JTvrgymRf/ZfVuk2vSgNlSeCZYj7asQjZdCcwqEQU/2EAPJR9sNLJkeBpUJI4uYX+MOFNW3MR0M9SBpvsS0UjVj+LHG/JGuRVYIgdg3D2qCKhk0SY6U60EOdOgClYWBfD22fBHH3l0jr49kzWPq6E7hb1Z/0rRe/T1YS0kNWZKR5wNnHj811BLqTL21we6cNfJ8OU9oJwiA/Ucr2nqoOsNK1O1TARkBlUY+Jmp0QoWQMLTuagRmykk9q7KqkMHODlkoRgkSRUY+ufZcNPI8giCA53mxab3jYLgGuwOQ2JPY3FPVJMw0w/fiLQv4vadGxBBJ9pfQWhLtHdJpZIMAR/rtfeSLGgF81C9FgVLBw8LJPYnrvIWa73vRRsEHAATkcRXbkOckf+5Fdes08sS3r9TiQItU0F8bmNLP2SpWqGwzyf0l/G0KXsijHogBjXkrJRlBxMh7OGK/XaaCT8xjG2sI09xUBSVtBt3lAvYr9uxkFAuxHzrBmEwT8LEPSAGmav8SVPJkEYuo9RIj79ntvTrLW95aIQ5Q7Ghaz/1mTLy5T8n62KsUh6lpfWtCNOcYNDj5yAdiahIG476nuM83XfTVDAd/EPVX60pGu1SwC/xEMTe8vEnl502lebJpjxKW8HXZSoBZW3Jp/l26FVHrixxTqzMLVDGZ0W+pTjZ/GCGu2u56OmMZIEXIhxp5keDwPdGFQwfKJE2dR96cfo5B9JEPSO2ry7mvItTGS7m7mYJS9i2Wg9+Z4EHNYMiYMVY8+HiNII96oF4jrE9y19ic5I3yo1SWQrlkndG817wvb5KsA7stmiKKghln03rBOknftspkV0ZoWh/+1vXFc/nAHJgGnBpTT/pXBcZoXnrSNGN7smm9DHsfeXG85YjuWaafU1qSSY9UauL80dWj0sgl2vA84dzghaUqFH0/yewguSZMeeSf3H5A247AyFsIz1V3VdYQ5y2aiAsWT8IVFyxIBG8T08/Fz8hdkAN98edeXCb8l7LOovrWX61H6yW1j7xBcWIbyIsac9VeYHKV4MEHBfQ8vjq1FVSa9Jeu8CAFerUcd1N8JspJrNlENCM61PpOHSML6DXbsvAoVH6E35b6BqoYBvyaUjnJmVIiF6S9puB5VnNXDsjIw4OXENZTvdPtN2mVK8lr4UV2PlRqepfeoQYrjfzXvvY16wqvuOKK1J3JkQ78vKUiW6oQgE7zZDStt7hB+Tgz8Bqr/po62F2p6NsxN8RmKkStVzxHac5t9g2KWEymUjHnZVUxSaJGvkgecjxT65oDV7S+4Ig434tSUDHGQMXgjewoRb87SwXC7zqpaWWm9bZ9lIvGwguxXx40Ues1mp3jJo0UmTam0fFi808TqNzbi6f0YLfkY1onGFPZvNDWR96WOJw2htbIy9D7yMd9Fepq/Mm/OuXiQX1vL7qnaBTx+jW9KusXz/BVpKjj7qb1NHNBtU31jyK0y4V4P9Qx8iotvwl8vvJkP+O6dWDPrpg5Fr//qzX46H8/gDuf302X5epqViPPd6tWD1Dwvdhf1zX9nDbYHX1PJkSj1FFKpoEX9JhN0YFG1HquXLUeGCMnq7R58hjqTOvrQYCHtuwDEO59lG8oL1zRCeAZVLdVQpRiwcf33nYKAOCaW5+LrrNgbsx0WbdvJDXySYEkFbVeVR/QCHbX+H3/C3uV5XQwm9bb1VPwvQShomKQXAJ38mdwKBwPf1OGtbEVzAAw8p75nFA9R4Fy9XKtWwUtE0zQKTwKnqfUhsfudo2/OXdESjGhiqvC0wMqssWUEpnRZnyQWbtgd3qBpxy1nupfGsGRKQit6hq/jwwn23IrRv6f/umfrCrzPC9n5AcB/Lx195EPf9sSr7r7fB06E70+S9N6OYK7CmEaL/Eaz+hlrZGnNtmkP7JvNIFTtSWb1lNjQPnI2/rWCkIb7nep4HOmR/YaeVJ6TPjI+77d4cD6KL9PUTqwRI28fdT6n733DDzwwl5ctHQKfO/BuCzXT6MUhqtPxscuXoSP//Qh4RofvZrB92T/VKsmrTF5lB0jr3tVlY98IYpXwJkkExEjdYylTnBBxe6g+xf+yzPysXYtJu4O9NnbigoaV82aCk0HCQaBMq3n5ucBnWk9Uink42B3xMPsHUxLL/aR9zBrfLfWfYYnHimBqMpHXt475a05DoqkFkzo4KrBByghcOOHikDlf3t2AlTZjeYbNzxtzIlMCSU8JL+jzrS+Xgce3LwXAHDR0in41YPJfOq88J+KlJ8EXcAm1Ro/Vj63D1TrokAnqZEnGBs5OJykdeNRlM7Uw/01XLR0ckLA56yRN1oM2TOolGk9dQC7MPLCOckJnSjRLTsHSsXmGF8beNLZZzvuSuFa419q12nWtF63D1LrkQdLO8nmHA/KtJ4JZKl9zJTlAlDTa91lPatX8NnYxn2yC3anFvzxwppaI1bHfsJnQ79n67+3ql0ZbK4VBTpBU8kQgxUj/9xzz5kL5Rg08PPWRYMRSGZX9u3RheXAXTZR6yvVOikdBkL/M1tzY33Uevo56hC2YYapDU7WSpUtGHkq4rZcf5fKtN6PGSnKR/71q2bgkRf3Y9yIMm55aifZLpCcO2xMIi2zYuxGdphN6xM+8hrprQwqnzY/TmFanVjzqiIi5atF38eKWWOxYtbY8L6XLOwiDJPnwg/feSrOXjARgMjIU+m0kuaFFnPdsycOp8iMvOI5tT4+NjtOENaNugSNPHvGUtOi0xLYmrrGGvm4INMGR9qnoDUaeeX+pvCRtzLy8OxMGmXoXBFUVhUy2NxkgQN1xfm9kwruqdLIyxrMhEa+MUjsX1fGPE1gK3nMmFDE5pyzFbyEPvJxyW/d/Azet2a+vl+WFgS6POJb9h7BzoP9KPoeXnb8ZAUjH/8uKiLli/2ir5u002Fb3N7gx+dfH2fmDlAWQMlGZVNjrUaeu/bjd52Gp3YcxMuXT8Unfibu065Mn0l7nTbDCBDuvfzezIq4mNbX6tw5yTXB70Uyc59GGOYKOYaS7TjptL+ASiPv2DkJVAR5vl2taX3jnpaR92Kai/WfUo7YBAlWKa1MPvKRMqzG/naI2aMYHjmP/Mu/dgue3XkoUc41ZagJpBVg4xK/Bw8jPr45H3meEcwxeOCnrVP6OcSEuO4QTbRn2ExZP1RdkYPdqeZQqehb+VRTmyll8itDt+B1oDYemZktWZgLsVretHo2Zoztwp+fNReAeKh3lwtkP0uRRj5IHAgA8OXXnojrrjibFFYog935fkSYRKb1ir6P6oxN66n+1RWm9bbzM9TIi+CZYN600vM8JRFJaeTFdpJCDZc1JBM9J8wYQ5aj0qnJGnkbk0ZKwKHCpFFiCigVg1ivq9dInINcfFa0jggfpuJtkBriRl0jNb6HquBTKq0dv2dVJSFAAOCAU/o5rl5NOdU8oQR4pUIyAjnZNjHvbaCLTM7qM7X/1tPn4PzFk7CqkZdcR6Cagt2ptIZ0sLv4GlsnjElzDXYXaoicHkn0KY5aT5cXGRA7V5eCnxTQHCLS+vEgBc3EWXeoYVpPdePZlw4CAGaN68bcCSPIdkQBvIWPvGJemAK/hfUn6Qx2Tdw3+HL0GMuCYiqPPAN/bUJPB167cga6yoXEWnNdeyYrBNu5WPCJ9HMeLfxja2vh5JE4Zc5Ybb31IIgUJXwsIWq7Z22VBsK0HtJcsHxOrZFvvBcVtV7xzD++/kSrNnWm31RQXqHtxjtSQms2fVn/+D2ctEBx0MjLw9BVNmdXkOlC2/RzOisJVkW9HuDJ7QfJclpBibEHxDPEQ2z/KBd8/Phdp+HHf34KLJNLDQmkepXvfe97WLZsGTo7O9HZ2Ylly5bhu9/9btZ9y2EJgYF2EWEFKh95+/Z4+FI/bHzk+2p1pca8VLDzkafMe8T0cwrfIorJMLZGb7KqVF86sC6P7i7hlo+twadesSTsF1fVCKWPfOwvrs0jb9kHoKGRL4iHikrIMqIjPpgoJiJQmdZbUjaUj7zg3yT5dasJfokBJaKz8v2Tr5mQMDlXPEz5vsk+8lb0kwOjd9LMMWLfFGtJF7WedU9+lPLLi8zhuffQfW9dECHV8wWJ2KAgC02CQG/OnmjTUiOv3N+I9VByyMCRxhQ0jmlB1NmoztT861bNxDVvOyX6LrryYrC7JJGqytNLBbvjX5cx8JGZr6N20FaTJD4j9ckp8Jmdjzw1VykzUx7KvNHSkOxpxOOgcre/sCdM/Th9bBemjeki6+P3xJKFab3qto1GXhZkAvG+Tt1j16nxS5wvkmCAB+8+INyW9zXHpWeygHSJWk9do/ZmRj+Vi+Y9hT8nw70l/E3tE2zeD4xpfZJxtIHpmKd2HVXdrz55BuaMN0dC1+1BnqZ+ILZ2oTTi8XkZPs/TxVQASytGXlGkXDBo5GVGPgPTev5e2hTTNkpDqt3ktca/vofT54/Hqtlj4Rh+pa1hZVrP49Of/jT+6Z/+CR/4wAdw+umnAwBuv/12fPjDH8bzzz+Pq6++OvNO5tCDn4+uGvl4k7cjXuWyqp7IGwMPPg9qpRooF7ktIw8vSdzYpJ+jzVDN7dHB7sSN0kSAep7aCoLlDw6CkNkhCZPGLiSklyHKUXu/6gAtFvyo30zbodp+eaKN0r6pgt25mNAlo9ZLpvWcAEOdY1X8O2uNvNwu+1Met5p0aIe/xb+tgsvATPQsntKDn/zFaejhrCYAXbA7TXteksgGJI28VA+/P+gYS51GnkHusuDHZ7IcivoQ4IBD+jk5mJlt3xjoqPUeqjWL75tCowxw65X8mF7j/24V69ZqVsHu5P6ydcL2b2emPDp37C0F5a264pBHPtRIWfSLKLPPwMirfOTlfYLlEZ88qhM7pJziL+wOc9zPGNudyKTBIDC5mnM76oPito1bH5WlI9LIS8x71B7o+CEJjXzjGaof/PO+Zn1nbVrfTNR636NnMbP46SgWjO3zgWE9j9sTdT7yGZjWv3J2Db/YqPEt98SxsR92xZps/Evtf65MnwyTab1N/VTAvJpk+cPvmZSQz4aRV8FG4CQKz5qnRzwvnte6vmeZJSEMYJy87qTgHIJwZuS/+c1v4jvf+Q4uv/zy6Nqll16KE044AR/4wAdyRn4QIGjkHQgfnhmyNSeV2+PBN60LdmdrWl8uqP1vxHaTxAe/cajqTxsEhdoU5c1It/kDZpPdD12wEIf7qxg3okz2k5kxilHrk+XovJ10uyVOCss0fDptLQOlgaR85D3Lw4GVlUsK/k0BJ4Ty1PM+GbVeziOfLOuyhnSCAR50sDtPkArb+qSZhrCj6GNMd5JoVwe7a04jXw8CFOCRvphU3Yx4HmFIiRPWJY0v58dn2qhi308ksgjooNPYieXom3sPEwF9fB/9vtkrz0NKjXzDfpail2w18jJ05cVgd8m9TpVaTRZ87TzYj//vrheivyPT+shH3pGR9+ytfhhUUetVtfjSnpE2rsp+g3CJMdhMqMt+J03rwwUxZXRnFKGeYVPEyHcpmUr+m9gQ8La++6ZnWbOMGRWWncTU0xp5Kb1pYxqaNPJi3XL/NJ0nkKlpvfysT5vWM0VI2cLKJ/SRDxHuLeFvUiOfMi4FhTMmBfjFRvX9kAGM/25WI69zGdDVbdOsjtH0DMoJK9N6QiNPMfI2tJgKk0d1YvKoDmzf30feL/peQqlgS4+opksogAvr0MXx0Fs82C/I33zobMyfOBLv/uE9ZD+HM5xXbK1Ww6pVqxLXV65ciWrV3nwxR3bgp6hLoKRAMK3npaPpJr2gqdBI9mVGXhmMzlIjT0kF+TpV9ZOm9RavTml/Ez7yhsPQ9F4ffNkCXNV7PACQJkCMMKnVA/RVmITebjnLKdAYxGB3zLTeXB+lkSd95DXCnUQfiQMyEeyO0wB7nkdGgZabk8dI1L7GbdtCPuzYo3INUaoZX2xP1NDbzXXT+lT5wqZj5D3hXwY5gwAQpzTiy+oYSxvTenmtyVH/dWC3gwDYeUBk5E1+j3IddDl9+zxsgoixtlNp5KOYFpTgpPGv476uI6KEYHeEab3yOWJf5Jn+2EeetZPCtN7xPZPB7jiumYAg/IOtRj4s9E9/GvvlmjTy1L4v7xkMHUUfo7tKies8Iw8Abz19NkZ2FLFi1phE39jvtDSvzXOUj3yRNK2XBplAMphqoz5izgjuMlrrQ7eXN6efs6uPF9Yw+J7I3LMzxMW0HuA18rHQiRLws2smJYQNTHNBzmBjO+fUZtzhv/JrmTTmNuNnY/ptEjBQke/lzCz9Ch95tlZfedJ0Y19VKPgebv3r88k9AkjS67Lbnwq+pz5XeCGHLrNGWePKof52yRsTRnY0rHjpfg5nOK/YN73pTfjmN7+ZuP7tb38bf/Znf5ZJp3K4QWDkHSZsgIA2fTW1Z9hMAX0aG37D6q/q0s/ZE7/yXstHtFX7yCfrdiVGGGTiweRn5kIsUYRbiTOtP9qQ0FNSX9P3Fb4Zb1qv8bmVoYqiW5U0JgXPPiK3h+Q85C0hgjoASQNMpViRx1lmOkTtWqOfTZjWM+JEZVovm5YK6edsrRUU1//jz1fjDafMxKcbsRZkqNaS7hOzZxIaee4CW19UrAZaIx/CipGXFrZLlP9Y+xRg50FRE6ETetkKNV0EPqGPvEVBz90EHuBjWhBVKr6hCToemv8OLqaRpuB1skbeNY98GkZUZc2l6qrMCNrMA7buX7ViBo6fOgoAsP+IXvFRIDTVgOiaxjBhZAc5tszsnjHyn33lMtz76Qsxa1zsGywz12lN613GgS8fXeMeV/nL86jVaEae1sjz5eLf8lpzJfizSj9X8LwEneJ7IsPNzhB23toy8v21eD5HeyJRLjatb57rMVXhgRaim6AaTlaXfN540H8DK9N6nUaeuS2prFQa34fykZc18sxlwveAD1+4EMunj8bfv/YE/Pe7T8c9n3oZjps00thXHUoFX/kucrC7MG2euU6dj7znxfPgkCbYrCkGgS3KUbaV5FMuZ/VQhLNpPRAGu1u/fj1OO+00AMAdd9yBF154AW95y1tw5ZVXRuX+8R//MZte5tBCNkOzRaiRTz5nqkJ1m6+ju1y00sj31+oR0z1tdCdOmDEGv3lkG4CQ6bI5WD1CKmjlI0/UbUNEU1J4meA0+8jbfydqHFl79TpwtBISdhRzQmroFN+65CeD3dlANb6VqkSY+C5R6y3Sz0Ua+RDd5QJ2S9lN5O8pH2Ti2HrENUM/LU3r5UMbCMee952zM2VTE5srZ4/FmcdNUD6bzkc+/NdGI8+qETXyap/FVBp5J0aeEXdIMPKnzBmHGx7fQT5n62bkxsjbp9JMQ3PEPvJ0neG/bhXr9ihRI2/PyNsE5+L/dTXz9Tx3v3q5/FM7wujK6vRzXHuwExzwbbA1bzKtp9Oj0oGwJvR0aN97+piYcS8XfeHNEqb1hvFLI2ji65d/syjpIiMhtkfN62Qe+fBfOto/vW/I38517ZnGypqRJ+rxPfG9KY28nIKPQkxvcXnkucdYF2PhWfMaeaO1lGR5ZCvg10VIV7Wj+wQ2dJitRp7SOesZedlHvjH+vo9pY7rwfx84Kyo7nghkmQY62l1emwULayjf1wk84/dPzcg7LEhmSUJq5Ie5St6ZkX/44Ydx8sknAwCeeeYZAMDEiRMxceJEPPzww1G54e6T0E7gR9pNI09HrXc1L6PQ00lHWwfE9Eyhj3z4+z/fdRr+/fbno3sdRd9qHnkg/Bwbde482IffPrKdfk6jkdcdj6aUboCNab32tgCdBUAtCHC0YVpvq5FX+aYVC370brWIMUjvlyULA3zP3myP0nSJPvKc71+jHBVQJqmRVzPyWWjkWR1yDfVIyycSlB+4YAHueHY3XrtyhmVUc/uAgTLSRK1XMfIF3jqCMfJMI8+VoxnLsMTIDrNJti5qva3Asb9Wx/5G1PrrrjgLRyt1bHh0u5qRt2zDxeq7XLR0E/LSMfK69coTmy7QRmPm7lF55FUwadhr9TBuiyr9oAlpfOSVhKiaOxB+ukatZ/sUxZDzYGvM8zxhIcmaaACYOFLNyPd0FjFZSkUpu8Hx/TQNny5vtAnaYHeKujxPEZwtEYNFrE+8F//WrW/X+Waaay6C64RpvS9q6dnrMsa8o+Cj3yIbNrPg8Lx4jHUa+UxM6w33ZYGR7air12T4T8K0HiarKnObeust1o4HalRZ05RpvRykuNL4rq77F4ULjp+Ea297PhGHRhnfwiei1ludV2orS15bf1DDyOtjENhfZ9+JEjQOcz7enZG/8cYbW9GPHE2An9RORH6AaO9x0sgr7vN1jOwoKhc4b4pdqYnB2vjNw9ZkkzIHZATtK752a0IbR/U3qsuiPVWEWR7mYHf234kaRsZABkEQaeQpH3GakacP0FLBiwQELHKzKxu/bPooPLxlf1iHzMj7HlbNGRtpvHSgJOmFhrtGEADrH92OrXuPCO9ASb1lyEyHsHa4dmwhrxs+wBqP2LRefHbCyA789sPnAACe3H7A2J5OI29atyoC3M5HXrwuC1UAPiBXfE8XrTaNRl6lWaPAbu9smBeXCh6WTB0Fz/Nw/WO0cE+ut1ltDsOYrjJ2HTQH3NOZKtqAGu1IuOTMyGvu8Rp5B8LfpOUJGXm+vDsjnxUzptM02ZQT24h/jyBcgCiwuS8yuMBZCybghBmj8eDmfdH1iT1l5XscP2VUYq7yf8kaedO8Vp1dNqNOrS06/Zz4m9qilD7yxHwU2uW1/fK4OK4R01jZTl9l1HruFWuURt4mGG01Dt4oa995MJopC9N68zimSz+nZOwa/8oCH154QcGmXd14RGtBUYTRsxRtMqbhr87KMLrY5K5hg7MXTMRP//KMRLwcVdVycDvf8wRhvQoeNFYSnLBGJ7TMQnAUttfYR4jqhrtpfXZx/3MMGvgp6mRaj4D0azXVoBSKcjdGdBSVh5xgWl+Ng915nqjpUwVR+ofXnSj8TWmx2KG3bf9RRW8VpvVekniSIWvbO0s+Zoztlsoka+A3LJe9mvqmbJxqdZ6RJzTyBGkvmIZydRd9P9KYVTU+twwTe0Itz7TRndG1M+fHpt2y73zB83DeoknqChV95PvKxuKq/30IX7vh6caN8J90PvJJwtJJI899Z50EO4pa7yfbo/qigkc9aPm8KnBYXaPUiXzkpRXBvyubItReoks/Z8PQJDTyCl9XCqzvLCXX+BEdVutb50NL1c+gI/i6yoWWauQZdFkCXIkZXWme2HTxkTdpeWpcFg6b8jJsTMOTz6gIUTWByv+2jePC0G1hiQLQ7+4h1Dz98v1nCYJblY88ACye2pO8yBWVfeRV4zdhZBk/ftdpTloyGVT8CTr9HNlVAck88uG/tMUcXZ9c0tXayXYPMtZjYVpP+8ir1x7TUDILSIGpJfblLKPWm+B7UAbd1T9Hl2Ovk9TI6y1MbEyu0+Q5Z4hM6znN+LffvBInzxqDL75mediHRiVM8WHDQNtg5eyxGCelnBTpPY528UXFScGz08jrLHg8TliT3rTe2AXiGXotDWc4a+SPHj2Kr3/967jxxhuxY8cO1CUq8N57782scznsIDLy9s9V63EOd5XfNNmeBSMxssPOtL6/VhdybNsQiCM6ksyYTHzYpNzMSiN//9+sTfSV2pyKBQ9MMNmsjzzzK6wHwNEor6ydRp7/wPyrFAteMtidRif/43edhm/c8BTef/5xeNk//h4AsGbxJPzb758FgMjkn3+PM48bH/1dLvjKQHmUCXmhYe5Vk6XujX8p03p57JKm9WKbgBvzoPLZlmugTOup9zPCU89R09OOAcDDZxqVetKzfF8jjXz0DM/kq+ePTR55WfhQ0IyfCizg1/iRMVFjq2nXlZM/V8H3Ij9HCrauE01p5Mn1Lv1rCW2QKO5dXAh/0xDUuDMJSM47E2yCtclQp66ky8tr2JWBtdXIm+ZLqeBHe+yY7jJ2HKCF1iy4Hg9eQCXvYapmv/HGk3HavPF4SmE55Hp2Rox3IU6zx/cjqldRcUIj36hw5riuRFmV9leu29WVzDTX7E3rk7y173mCUEv2ke8o+lHGGqq+ctFHX7UelQnjzoT94fdl1sMo2F2Geb1VCAVg4t82UDLygfhvXLH+nLD5PDaCStW8YXOSV7KsXToFa5dOSZRhdHErc57zVZeLPqoNglQ2rfc8O3rB9zRrgBPWHOrXMfLq901j/UNp+Ic5H+/OyL/jHe/Ahg0b8NrXvhannnpqan/NHNlBdQCaEASxpMxWCxXep8HXETLySUalVg/Qz0Xd5fPIh+Y98SJU+SbJmmcPyfe2CQJDDlXjmq2PfKngkZpw6jAMCd7YX80WdBTe8Fo9CNCn1cgnwVfHa6hLXF5aXfAshuMmjcRX37ACAHD1ZctwpL+Gk2aOUZb3/XBe/H/vPh2H+qu48r/uR/9hBSNPMKwFBdEc+cgTjGFSI2/2kXf6NgqiUB42Np6yGauqLh1Ua9xIVCru633kPbJufk5G6eeYZQ1XjjKtj7+Xu4+8rxk/z5ODOIUFXmq41kywDBhkbQ4rjUkodFCbN1jJaTSCGlWdplSbXlTW7ay2DXbnEhzLpAGr18VvmIYpdxVYqQNomYlID3YCJSHYnaVGvhj5yNNt8wRrd7mg1MhT0a5V2m+daX2sOVcJPszjQGWdKBL1ilYPYho2NueTGvnwoUtPnI4nth3EqXPH0n0QBK5in/urrox88torT5qGX9z/YqItfT1JTl5+lgm4+vj0cwomqOB76Cj6OADRR571l9e/yRZVWZk66yC7UdruuapicpBMvrxWI2/xfXSCSva8itxk7zhRc/ZEpvUZ+sirwL8vT48WfHkf8JQWfKVCLLDWuTL5Xhy1/mCfLv1cthp5SkHQyjFtBzgz8tdddx3WrVuHM888sxX9yZECAmHhOF9ZChx9blWpPZUAjmfkiWB3pULIyPPB5/g88uHCjx9SMfKyv1GYA1MsY+M7Rga7Mz4lEq4q4oU6DEuCab39h6KKCunnGCNPuSIYfOR5k6+i70X1stRxNpYNAPCm02YDoFMjMbBve+rcccb6KE1XGCFV/c26CUGGTKgl88gn63FJeWUbRZ3NR15QpQsgp4IuSrZpSqXJI8/qpLTPDEwQF+XF5YZYx1h2FAsCUUBBltZTeagZipJGnBXd38jXzefQ1QkrdW3wsLWoYAGHbMw4+dy7NigXfcHy5YLFk/Bfd79A9tOVlLElgMsu68XwbpmY1rs+46iRF5lMOyaEb6O7lF4jz7fN71NdpYLSzLqnkxBwKv7SBbmK3GxS7j+AmJYsoZEn2uLL8ffqQZBIb8rKFXwPH79kMdl3uZ9y3XKdJlBrVWBQLRkIqpTviUKtIAj32IiRLxRQ9GlNp+/F1nWRaX2ongaQjPjP6gey8dE2wYMkuLHcnVRzLAr2qWyNhs2r6oLdsf6oYsGwNXzZium4/rHtOG3e+EQZ1odKhj7yKvBV8wy074lB6wqafaBU8FGpMeGQxrSeqzPr9HO6vWYksd8Nd9N6Z9Hb9OnT0dND+FzlGDSoDkAbsBQ4bloMFeETXx9J+MhTzG2lyvvpewJxwjbQf3vzSqyYNSa6TvlCywcmdVAlniFew4aI5jdaVWnaR95eWMKD1sg3otbX+aj1dunn+OoERr7gx8HuIoYoO1NDlxQglMlWgRDY8G1Smq6kRl7nIx/+Tmtar5P6xj7yfNtSXRbt6hgHY5AqSTjC5rFOWBMHu1MzrbJZI98Pg2eHMeCdLmq9PA6yBoEVZcS5sG41Q2Wb3zghPFQM5Jju0KTf6vsa+iZD3lMn9nTgl+8XheysOneNvPqeOO+zSz9Xq9cFotiV/pIJUqs+KYrbrDNbVwj+28uuYaZnVEwOTwB3lQvK+UUJDmRhBP/bV+xRVHR5oU7FdR6UkIytS7X5u0daaag08hRUZtzynumSdlXVps5qSIVQIZ8M1CZfe3TrfiHYnWo9FXwvYtSimERe/I2ENdb4N8v0cybIsRhsx8lkWi8fOCZBmw29p88jrwfrb7no49tvWYV3nDU3WabRwax95Cnw78ufHYmo9Z66HyVBkaURhCLeww6nZOTTgBJcDnOFvDsj/w//8A/467/+a2zcuLEV/cmRAqKEOfzDJoI3EGur3HzkFde535RpPbUh9nPp53xPPOhZ+YuWTsGfrZ4dXZcZVo9g+mxc3XTaXd0Q6AKWMdA+8uk08qSPfKSRhzbYHakR5TXy3DN8HnmbYHe2fbW5R5WVSxc8mmhml8j0c9Lf+jzyrD59P/n5ZzMXgGSqGaodG37Ig732ggKlLdL5hbLuyu9G+chHAjmuHMXc8vdN/sIq5jzsmyeVFf9m4xSZAVoI4MJ66faS5cSbBxV+gGO6S2R5lS+fyzpJzuekaaGn+IYm6PohMvL2dZr6UKuLe5arSaTnuWvklT7yNqb1BkYhbiP+TQmi6Wf8RIN8U/z86SoVlJZEVOorXYR4/m/hO0caeRUBYB4Iqt3YtJ4vJ/4WfLob91TB7sh2LS2ndNZBZL1EVQXF2OrggY7ML2+fL//arXh2Z5j1pVz0ldrbgu9F84PRBx70GmTWvouFjQ5/fdFC4W95XxX/thwnRTGmuEkIQzQWbIDdXqFzNTD122b/YmWYwEVl0p4FBEF+IR4bOTaGzjJHdg/Uufqxe6r0cwVfny40jet2D+liObw5eecZs2rVKhw9ehTz5s1DT08Pxo0bJ/yXY3DB1sQNHz0Xn3r58cbyLL+yQJwQBIxNzk9TsDuKuWX+3ex5fpPgtad8pHu5HtnfCtCnvYqfS15j1eie5rXtNtoS+jl7UBtlpE2tBzjaMGfvIPPIUz7K8e9uSSPPguhVtaZqur6q77kQ2J6XPLR1OUuBJIHcUfSNPvKUZspk2tbTGZtoFxUEoqoGnUbZNm9rM2cSv47jFIb69oDkPBc08uzfSCCXZPKpOgGzdlLWCuhcGWRGRiZaC9THJqDzoRXKSUtcNY4RIy+Vp0w2KQGWDgki00ua5rMaXYkZXWoukdlzCXan7wPLI29bnqo/zTMUbPhVj/u/bRu2GnmKMZcJcYbuckFJEJMCToVwwPfE7y4w3n5choLNqPN9ZOuCvYc6EKhKIy+1r/nu4jvy7YjlstfIW85Fhyl7/wt7Aeij1hf8pGl9uLewsUtuVllHrf/zs+bgG29cEf3Nn8+yJtd2mFTjKadAFdrR7fUWr6r3kdc/ayXka/SPCZEGykfe9zxMbGS7GNVVSgr0FK9tGxyT/8aHFOnnTKkOVXd1pyRPnx0rcPaRv/zyy7FlyxZ8/vOfx+TJk4e9pGMoQDjyGt9j6uguXLZiOq6+7jHts0wj76tO9gb4aOE2BM7IzmJCCkcy8hyDLhNhvLaJP2ATDB5xLb2PvHk+25iEUdYHokmS/bohpf4FFrXeZFpP1RdXKGjkC3Hu0ChqvaNKXhsh1klz50GeiCrT+ih4GkewvvuceXjdqpmJssk88kli4iNrF+Hy79yBsxdMwC1P7UzU0dNRjCKhq+aCatR0/tfUAf4X58zD49sO4PdPvhT1sZk9l2Lk9XnkxX/j66FAIQgIjTxXlrYIiX+rUkzKfeTbVUEmatk4VQmTRd0I6gj9C5dMxoZHtwv1M5y3aCJ27O/Do1v3C9cj03rpXUpFH+gT6/fgQPwjuc8kVw2nkbeuNURCEOv7ZK7jLC0j60EgMBmuNG0q03qVRl7F4EsqcjuNPM90u/nIq6rnz5POkjrYHW2dR8/xUCgu/p3sj5vggwc/Diw1FsWM6qxi2L1awkdew8grBKjyu1QdNfJUky4pMvV1e+T5yy51FDQaeS9pWs9rwXUa+Syj1svxeA5GwZXT5pGny7H4AfJbUbQhuGtWwe5046EVCNud1UyQxSK7tzJqvbyurn37qThwtILREiNf8NTB7ooSDaM/k8N/VYo1Y2DFFENhkw1nuMH5jW+77TbcfvvtOPHEE1vRnxwpIB7E8W+bDSHykdfz8SETxlKnKVaXrJGXm6eYW56R93yQPvKAyMjLGwdFvJmi1p8wY7TWTFsHfoNTbdSUpJHXmLsc8BShWWpcq/Gm9QRTRPFofHWJYHeNm8yv2FUjz+qnhl+ej7q6qQNYaVrf+Jdn5K/qDa1RnnnpoFA26SPP1xP+cfr88XjwM2ux91AF5/z9jYn2+GAqvCmmixmd3DYAkgFZOm0UXn3y9JiRJ55zAf8NipEwSF1e5SPve2FfAiDxIfmyJkGQKbVPMo88N37So/KaY39VCY28bp2rZJqfu2wZqrV6xMjL87mzWMC6D56NOR+/Trg+tqF5lMtTGvlQUKPumwx5dJmARaiTu+cCMi5Cjfudol5T0Wo9iLMfWBLCPEL3LKdHNKb1ijYERs3OAoAvQ2nIKVAm5zxkH3mliSvxfuIcVxPmtGk93R+bceAJ+gkjwkjeJeI9dX7mrJ1E+jlN8yptv/xMFhr5gmL8dIj2Ug4UY8pD5yPv+zEjH0WtB2elxKd4bFxsRR55vnf8vPdgvx+r6pNRD5JCaY+zQqDqsfKRTxGMDbD/9iybyt7DFafn0kBY6wCWTItTU/L7Gi/0kcELxH2PDi4X3jPnojed/2lGgvKRH+5wfuPFixfjyJEjrehLjgwgmsJZMPJHYgkpA7W58amVrDTyhI88dUAclUzrKR95AEK+8QSh6iWJZB1z8qXXLMeFS6bgvk171IU0sAl2R6W64lOQuNCnJLHAm9ZHGvkkgchH6o7a5notm9Yz5q4SaeTt+8n3l9LyuvnIE8yjr7CiaFzqooIgSuV1PvL8chnVWYqsVWTwft38/LUJkqbLg6469GRCpBmBPb8n2GjkI21uYs01TLiDmPEifeQp03rut0kiL4+JjoGUCaCIaI0CDfLfRz2IqrgHRd9Dva5mAlRk9+sbliHy96ajIbu5Tshz1POId1N8QxMEn0lJwJDKfNgCdc60Pk29ngXxSD1DQW1CLq5zq3zLgsuYHaNkev+SZFrvkm2DLykLrlSMrk8w3Ko6VWDMCgCM6gr3UbbeVHuxav9L+Mhr6B2d+S+PLBh5YfxsGXmD9p1Ch8ZHvujHPvKMduKZWp1pfVY+8qxNBt4yRHYRs13rurUWuuVI7UO/79l8Hp35dxYxgSaP6hT+dlnHrtCNuSyAUu2LoiILmD6mS9mWaf6bhEbqVJfi3zwdwZvWL5g0Eu8//zhtG8MBzqK3L37xi/jIRz6Cm266Cbt27cL+/fuF/3IMLlQRZ1VgGnlVQB2qLpv9aQQV7I7YoHipemjOwxM88cZfqSYlyPzf8rvqota/buVMjBtR1h7CulcU/HYVBd+4ehZ6l08Rrk3siRl5J6aW0shzpvVM4k6Z1l992TKsmDUGr1oxPe4yV51sWs8OEWa26GpaL9fPw8XkNSQ6RKhN68N/T5wxOnlP+juZR15sU7ynOMi4739UcA2Jy/CjZqtpoiTxsg8ayag5gIqyr/vEbAwowotVxRhYKmo9KVDj7suuDnJf5U+gM8eUiQJ2lxHnOpN5VRv8DJLnnzxf5HGcM74bt3xsDU6YMSZ6ngflVkAJsHRgMU743iaELmCMknW1AEST54IvzroiMY+yQK0eRIxHmnrDPPJuz6noZhttnUrjl2wjLmOr8TTF6uDbDdPPueyv9PVQmB7/7RLszmba7uMET1HUeiL9nE5rHrnMOEWtV/VZvC7XaQI15HIwMBuoiunOX10eed+LNfJM0O9xDfHvGUSuUeHfLjEvTFBZ/3meXdylZH3qknXKgsFTCf/DazZCP73Lhvo52/U4eZSo9BlIH3keqtgYMmRhOqVAAmDlJpaV9QdPk/Ea+b84Zx5eedJ06pFhBedRvPjii3H77bfjggsuwKRJkzB27FiMHTsWY8aMwdixY1vRxxwO4BejzYZwuBGEwkTk2mizeO1kD5lH3iR9E/vBa0//7LRZGNtdwuWnzkwe7KCIanctI6sL0Jt9qwKc8egoFvCvf7YSr1s5I7qWmpGniIWI4Q60UetnjuvGz957Ji49cRrZNq/FLvqxhL8ZjbyK0HPZs2UNYHhNZVofXps9fgR+/r4z8fu/WsP1RSwrM086LbouGivDUt40TVF+fMMXFHDTKLMyYrHmgt1RZrM2a0V+1ucECgmNPPdMMxr5AsEk6QSKKn/6yLTecv6p2ihKWgr5+8k8gO97mDmuO/o7YVpPCDE8Yt7rYKOVjPc7NwaDJ45kDU0a/1Yb1IIg0tqOIayJTHAVhAA6H3nzs55lOX7umcxJo2ca4686b3lhdWdJnX6OgmhOL/ZTaVrPNPIWdaqw93B/4lqUfk6xN8raalbMJWq9qmvyZVcf+fmTRiauUcIPEzwvSXN4nmc0rddFrWea5Mi0nhOOU66HbIyzjHmhiscjM3m2U1cnXAsCJAiWsB2iHqK+NAy07gnbbz+pR9LIt9K0XnN+UtY3FGzoX3bPNKZpg90l6+E18rlpvRE33pj0GWW47777mupMjuZhS2AVfU+QyoqmbEkUTAUAjOyICa8wYrhY0MTI+x6dRx4ITdXv+uTLUCz42LbvqPCcLN0F9FHrWb+y8ZHXl+UD/k0cWdaUVIM6EFgfggDaYHdRHQotAX+4FgtxgJNmfeT5dtm3cPF3pdLGqA4GvtxJM8ck6uGh08jL81qlmPA94M5PXoC9hyu4/rHtQv+oqvjrukOa+s7hJZHgaSbYHd9+ycJHnp/rpUL8LXkBAyMAqaj1lIyA776OqfF9JL6JPmo9nZGg6ph+TiXcKRZ8+F7SAuPkWWNw76a9uPxUMbiibKYrzycy/Rzco66bEBOt8bVSwRfik1AoahiStBp5E7NXrwfYfShk9saNcN8vbfwyqWco2Gnk7QQHfBlbLZTpParc/OrQ+EtTUAnoZB95ylVP2S2L5qno1cVIYMH3SezreYsm4Svrn2woCMKbWWjk5T73O5rWL5zcg2vetgrvuPZurr/JMTPB85J7ZRAkTcV5lAvqqPVF30O5IbTmg92xvvH0EfsVx6bIbv/hq+Ld+GTLD+v0c5p7NSrYnUfvOKw5/vN0FP1IsWXbqK7btsPYVS5gVGcxsq4aKI28LtiurguU61lnyY/oUP6eaW8sG4LdWi5bQSAwggt2d9Rwxg0XODPy5557rvD3vn378B//8R/47ne/iwceeAAf+tCHsupbjhSwNeEb2VkU/NXkgDcyVEwKjymjO/EvbzwZo7tKpLm7SRPhe6JZl1yeEepyvbL5MaBnTvjnbK7JsPGRZ2BEKSAFu3OO4E73oRYE2mB3DGKQsPg3f7iWCn60IaaNWg+IYziqs4g9LIiLCyPvJYl+ytQaMDFl4t86H3m5Hp1GflJPJyb1dOKGx3fE17mqA6k89VseWoroky0TPLibSPOgNGw6H3m+fGepEJtpcv1ij7Na+P7RGvm4gG5PKHgm03rxniqPPCNaiwQBYgK/9op+MtcuAPz4L07Dlj1HMG+iqJ2TtXumeA2sXy6f9yMXLsQ/bHhSaEN+NyqFYLnoxsj7vidMalFr69BhA6ocIz8+heDT89z2VsA92J1Yxk7wwrdh6yPPzm9V9XygTU8SgpvAl5SZep/YI4B4/1YKPqxbF8F8bKeOjjWTsrZ22fTR2PDhczB5dCfO/8rNAJJaZd1nUO2Z8rtUHRl5ADh/8WSJEVPXr4JKwKXbm3Uaed+PfeTZOufPDp6RZ+PI2spSkMjX1VkSTetdLYRM5eqE4EPFTMbuRuK6JBl5DXQCCBeGfNKoTuw/GgbmbWUeeeH8UpwTgJ5WozTyk0d1YuOuw4n6TGeDKR6DrRshz+vwv486fs+hitQz5oYbbsCb3vQmTJ06FV//+tfR29uLu+++2/xgjpbi+Kk90W+VTzGQTNEgRKwkysspJ1R4+QlTcdaCCWGdGi0OBd+TfeTp6UnlN6ai1psi15MmVxb7Bq/5M0mS93CmhCLTaL/JUwcCI9rqgT6PPFUHXxt/uBZ9LxnszrqXMQRGnjOPdTnYfIKjUUWtd7FFTmrk1fPaRlPHl1CVF1K+OQaykTUKtj65KvDr3JRHXl6vvKCId3MIglD7bG1az93XMTW+T8dJiOqR7qryyNNR620JbLFtyvy3o1hIMPFAUiOvi8DP1+miEVsxayyueduquL8evT+GdcfXbJhJfp8r+tJ6lJg/W5iK1oMAuxqM/NjulBp5R0mXSmtq9VqeXTm+DVuNPEt7pao+aVru8h3odRQyPnSdbO9QtZJWk/u2M+bg5+87E286bbbQD7kPCyb3YFRnSWNar27fVvhQcTStj+pXWK/Ic/Gjaxda1xm6FKjv66LWh+nnwnuiRj68z7tlsJ9sOLNUCKs08rIAzDrYnaZcvR4ko9ZH/1PUxy1Fla+3Drpeu+xDvJ+8a4wPF+hcw0QrGDsBBfs5d8IIuqzhu9q429pApRA4Ujk2GHknjfzmzZtx7bXX4pprrsGhQ4fw+te/HpVKBT/96U+xZMmSVvUxhwXu/sQa9Nc9jJeipatMKGVGXli4xOKxNUsVn4l/F31zECJZeqpanJTGKemvGqBS10vX6TzyZrgEs9l9KLZ60ElDdaDKRmbRdX0eeQaVIEbWyEea/ijYnX0/4/rj36O4CKIu70xJ0n1fIXyx7AuQFHbopr3qEFIRusqo8ymZHtanpIDBqQoBFJGp0vp0SWmy+PnlcwKGXYf60Pu1WyI3EiHYHbEE+e7r8shTkXNVEeUBQiMfMfKNYHdpfCC5R0KNvP3a75f2XV1wofiik1wKvg90eKLvqfw4+5uvd8LIDuw8mPRX5iFbb/CMUzNzWodaPcAeppFPaVrv7COvXOfmejzL78W3Yesj32EgcuXzjRT4WggpxG+Z1IZH9bM/FO/rMuoLJ8eCr2LBT7hE2VhKufjIq76RfN01an1UD98PxR7V01HE+89fgK+sfxIy0iwhXdR6WiNPR62vR65RrdXId0ka+TT50nWP1IMkvaLMc+4l+2drKSPXr4LLOE7m/OQHy0fe1rSeSr989WXLcNaXYrdr9rxJuJc22J1cr2rMXC0shiqsR7G3txdLlizBo48+iq9//et48cUX8fWvf72VfcvhgNFdJUwj0kCogkklGHnht54gsN2fZF8x3cbNNEmqqPU8EgQxkhtPLQiMgWvI7li8nEgw6curNPJOwe6ITSpmwqANdieXl9sW8sgX4vGv1JlGvjnTen6euQX4U0WtJ4QvmmoT5swFnUZeqlfpI08/o+oHZc5uC9ltxNO0Y1Ufbx1gYuRLMiPPa+TjcfjZfVuEWBB892QCHRD7r2NqioRGXreGZJNE9jTbB1LlLeYZ+YKvFOJQkLV7SZcgoj2LenmEmjdJwCLPY4JoXTSlByboghp5inLNolbnNPKpGHl3RkTVfVUtsvDP3Ufern+lhkZVRQzL5xsVF0YdUZpmlKeO7lIz8o2BUlkE2Qz7j991Gs46bgL+7c2rtOX0llLhv1ULQYaqjui69C6pGXmFQDfNnsNDG7W+oM5UUPS9iEmK4pr4nEZeYOTZv0mLqmbB18UH1k2bfm7G2G7lve/e8iwe3SpmzvKgp9BERn7wNPJpLRddYWuBqOsDJUyfMbYb1779lETdxmB3pjzylvNCFgi8ftUMdJUKeMvpsxVPDC9Ya+TXr1+PK664An/5l3+JBQsWtLJPOTJEqegDfcnrY7rFiMCmCKKpNPJcRTZm9YCY2k0lIU0SxJRG3hyBlvadMoMnxEz7jEqL5aK+oPpZ4qLW92nyyDPwTA4/fkKwOz/OI898BdPlkY9/C0yG9OHGdZeFOA08KE2X7L8ZldX0RWa0ZSJadClRH2zKZyyEMyrCzga+LxHdXtjTtODbZ99a5YHSndDIi3mAWTeSDGvcxtWXLcPMcd0YP6KMv1v3WKINXdR6iin1pe/JY8m0Ubj92V2J+5RG3tY9gS/nqpHXMRqeB1x1yfG47Zld6F02BT+//8VGnW6OE3yASlZvsobwb/47LZxswchLpvWCOTb3e8poMeqyDqZ3qwfNaeRDv0zXNZaeMVVq/BJtxL9tNfLlQrjeVLXLjHtfJcmEqqy05H3xO29ZhXs27sHLl0/F7598KbrH7/9snJSCD4vxOn3+eJw+f7yxnG6dUwHb+Oum+sRnxL8ds8/F9fBtKQRguv6p7um601Hyla5avu8R8ywuS2nk2XaVViP/8uVTcdr88Th5Rg+evueWRDtdkiBYZ12lwl9dtAg/u28LPC9Jm/zrTc+Qz+joPMHdSLVWNP3RubO7jCPfdis18jqr0LTp56jnPaIsBd35z9djgszIf/m1J+Jzly1LJZwZirDWyN9yyy04cOAAVq1ahdWrV+Mb3/gGXnrpJfODOQYVKun/6C6RSJK1fjLS+JfydRZ8T5vbndXPt6P0kZd66HnJjadeN5vWkxoxi1fjA/KZiv/9a08AAHzh1ctTa+Qp5q/ARZdnkXY7TRHAGxCl5PFGx6esqWbkI8/PP/k9vvmmlco6KF9wKqghK6usB+J80kmhdUyjqj0bDa2geeAesLF2kKP3h76FxseUcLEOkAVDoml9/L5ygCi+v2NHlPHxSxbjOM6U1jrYnZ+cA0K8Aan/V164EH9xzjz8/H1nNvooEvwmwnFyV4B7P7lGvCjtYSIDpB8/WcAha+0WTenBo5+9CB9Zu0jol6vlijyGKo38pt2HomvTxpiZbznYnayJ/s8/X41/fsNJZHyAtOCD3Y0b0WEonUQajbzaJcZcjwfLM4PfEyXqX0XMmjT3svaYpRnjoSJk+Zo9z8OFSybj45cshq+wegLicbXVbjcDbVrQxnC1Io98WqjSmOkEEsLziuvaYHeaqPUFL7m38nsLycg3qZH3fQ9vPm22ICTk3Tq7pTzyaeihaWO6cMvH1uB/3nN6wmKMAqUQEPpsQW9q69fMeReBIh9/ppUaeb6/8pjz243ODU05v7kyrG7Td2VxHFSwnYvUXnmsMPGAAyN/+umn4zvf+Q62bt2Kd7/73fjJT36C6dOno16vY8OGDThw4EBLOjhnzpyGGY743/ve9z6y/E033USWf/zxx1vSv3aHygdF1siL2pZkeVWwNB1kUx1dRFiqTSURIr2Sh7Sm9clGbd7Nxc3gdatm4uHPXoTLT52l9fvTgWqD9eFwX0y8dZfVBjaUX1P4TDzG1XqdExBIocid+sszW3G78lRcNKUH//mu1XQdSL630rRe25f4t+vGbiJo5bZVh5+K+bSxdqCYsmaITx0jLEPWyJelYHesG4k0a0T/hGvcT236OY/SyHP9lybUiI4iPtF7fGTOH/cvGbWewphygJ5OaV/kfic18s1/h0TKPLlRi3oSpvVSGfb30zsOcs/ZBLsT54rI/AFnHDcBrzxpun1n+c4oUK8H2H2Ymda755Ev+OZIydQzFGw+Q8iQuLUh7xMqBsKkuZcZWSoWjlLLqCDAw/7R5ZgwQvW6GfHEYR94pkKqmPLzlp+Rcc7CiRjdVcJZx02Q6soG1DgBau287nkepmB3+jzyyb2FtcMrVaKjnkgf6gKqK3yckA4pxopqnpkwc1w3Vs4eh7VLJ1uUpoOHUkKpVMHuNP12YuSloMOtgnbdKxQUMnimWXkeeuZ6wrqyCXYnn6PHGpzfvru7G+94xztw66234qGHHsJHPvIRfPGLX8SkSZNw6aWXZt7Bu+66C1u3bo3+27BhAwDgda97nfa5J554QnjuWHUHUEn7O4q+oGGTtX4yVIS4Dvwjct56Vf384awMdkc8K2+aQUBrKBZzvqGu2l2GomIjU4H5ibv41/KgIt+y5w/2x77JOomyyhyKlwRXa0GskW9YM+g0Airw3S0KbggUE65ilqnvrKhDM5T8LWo+pfEZE76j4rqqHlPAtSVTRyWetbUUsIGLRl4OdtchMYzsvSoW9qgqyb3OtI7qX7PxBhjotHhJCEKpgi/NCafmBaisA6i0naZ6+DH0PCRehL3D+88Pz8A3nDLTysUjkX6OrzND7SuPGp9+LoVGPkvTeqtgdwpGwdSGyv2IR/RdFdUnNfKEab1KGG657wnXWXcU/cky/7iNpZSLRn5kRxF3f+pl+OE7TxWuZ9VlvhpVBPs0Tel21nLRV75zwfcS9IDn0UKQKNgdWLC7FB0F/X48Iy9bWaRVbDB87rJluPzUmfo+efQ3ZtcE0/rMg93Z1yNYu7XUtF5Nu9qmn1N9N4pFMPrIG03r7cbCZKI/3NHU2y9atAhf/vKXsXnzZvz4xz/Oqk8CJk6ciClTpkT//epXv8L8+fMT+exlTJo0SXiuUDh2zCx46NJd8el9TD7yurRPKiQ18jpGPvy3asHIJw4vBYMnp5743GXLcN0VZ6vrQbwBUYEDGdJYJwDiBu1CQPD9fNNps/D+8xdEfWD8SFepoD0AVJH2+WcqtXqkQc8q/Ry/UVOHg44olE3YVUyOdj7yBDOx2etcSvh7E7ic1pt2x/lSbfzKfMsDEgB++f4zsWLWGK7+pLVMM8SnS9yKrpJo4cGvR8+Px0u2tDFp5Pn3UWkMgaQpOyDOV1P/dRHvKfmUiX6S88g3w7gofQsVe5kKMsEeauRlpjvEuQsn4o+fuACff9VyKyJTsKaR1mOaV+/pKGLFzLHaMnuPVCJG3sX3nkEl7NPBJtuECqFG3lxQboN/RnXOmQJByRrpsxtpX/kAo0ofecVvuW88Io28arw0fXWFjuGghP5hv/R1lgpJ1yp5rXyfC9jlAr5a1fmqFzjTN1VydM9rpIt10MjzQmF+zw6CMKgeG07P83AiEaTUBGpe9HPtCF31pODHKTaUUZ0lfOHVJ2BEWU3be3K7EvgpNJjB7gZKI6+zgigI9zS0pEI5I64BT/gXAKYR+7ltvBAZcvcm9bgLfYcTnNLPqVAoFHDZZZfhsssuy6I6Jfr7+/GjH/0IV155pfGwXrFiBY4ePYolS5bgU5/6FNasWaMs29fXh76+OCLc/v1h5MtKpYJKhQ7G1S5g/VP1U7Up1Gp1jO4sYuu+xoWgHtURBEnJPr/eAq6sDvVazEj7nodKTZ0KwvM8VCoV9PXH9dZrVdSJR2qSpj2o18j+HDgsRvnrKoh11on+1IMAlUoFf3HWbGzfdwT/e9+Lyb5K42M7RwKpPdvn6rVY6x7Uw/7VuGsA0FX2tfXV63H5eo0erwUTu/Hwlsbcr4Zl5Ki5dn3mAvxxv+u1auJ5+T0YfATCvYIfzg9qOgcIlP2qVeM6po/pJMoFwm/+Pv/uJ88cgye2H8CzOw/jhOmjonL8HPL457lnPY8bA25CBwHdb54wqddqwjtUq1Vy3gJ238ZXEJwUOoueUGeJK1+rVqPDtE8SmJm+Mz//ChpRkQegWhHnh8eNq+/p39mT5i6/b1UIax2PqK8mrL2a+P3q5n1QdZ/vO/99gyBArWp/5tRrNSCI+1SpVhPP17jvMa6rgFqtioCIH5LoK7fPhbRbPJ7VSgUV2Ef4njm2C7+54kwUPf0zj2wJD6SpozvRXbTfIxlq1WriuzOo66LLq/ZJfl+oVirC91NBPqN48kXlC+835qt8l9XzjctPxLt/dB8+84rjUalUcPzkEfi/952OKaM68bH/fQg3PrET7zhjNvkOde77V+X1GohMXvRMrYpK3VPOT9V4pYFwLij2SVmAaLMeZfC0zpdevRRnzRub7h2EY4QbP26cPajnYIFYF7VaDXWCFgNCoXS1WhXWPg8PQMGT9r96HbXG2SHHK+rvr8QpZ2s1/OSdq/DWa+/Bnc/vIeuP+u1zaSkb85WnSQ/38fQcPxaBtLe6f7uoLg0v4CGkmajrlUoFVe4sVcmUaxq6VTfnfdjvXyWPp5nc9z0eumdFek5aV4FIt1H1eB7AT6uSH7cn0EKN8+2MeWOxZGoPLj1xKnYd7Md3bn1eqK9oOMP5haUqd/q8cfirtcc5jZmJb2oHuPQtE0Z+oPDzn/8ce/fuxdve9jZlmalTp+Lb3/42Vq5cib6+Pvzwhz/EBRdcgJtuugnnnHMO+cwXvvAFfPazn01cX79+Pbq71eku2gnM5UDGoQMFUHLDZ555BrUjADPKeO7Z57BuXRj184VNfnSd4eC+PdG1LZs3Y926TcY+PbsfYFOs/+gR7Nx1hOwLANSqFaxbtw737fQAhIzMunXryLJhash46j744IPo3PoA5Ol88623R3UBwAMPPIDSi/dHf28+hMQzu3fvido9txN4fIyPR/eKY/HA/fdF9R49ekTZTxkP74nf7eCB/dbP7TgS93PTpo1Yt+45bOeuAQCq/dr69vTF5eVxuHoVcKQK3PeHG6I+7tq9F+vWrUMQiPPHps99R+Nntm7ZDDZvbvjd7xLmyM9wc4THSzu2449/3BrdC+p1rFu3Dvv3Jefznt27lP06UInr7+lPlntpRzzX9++nvkn47PZtW/GX8+u4f7SHBZVnsW7dswCAR7fH33T/vn3R8319cT8P7Nsf/b7v3nuj8rt27Sb7vWtn3Ke77rwTz3cGUT/+cOut2N8ft8nD5tvs2xP3a+eO7ZDXudCP7S9i3brN0d/bt8b92rB+Pfob77ht+w6hnltuvQXPSNvmU/viPj/44APo2Ho/AODRnfS7AMCRQwfx29/+Bvz82Lr1xait3Ttf0r7zSy+J+9hjjzyMdTsfAgA88UKyXR/JffTxvXG52269BS8djf9+8onHse5gMhI/31/VfGL7HQDs5dbmls2bsf63m2B7NN96y+8xphw//9Ajj6JrxyPC87f94Q94QYpH9/Du5PvLfX1oF7dfHTyA/j6AzZ3f/va3EJUpdH9XTqjjnp0+XjHlIK5f/xttWQC499ntADyM8Q5z/bEnUzasX49tW5PnF6BeH5uep8vfJ+2TDDu5efXb3/4WWw+b+/iHP9yKjSO4C/V4HfYdOQzqXPzj7X/A5hFAtSLuefwc/dIqoLDjQaxb92B07VkAfzIWOPMkoLbxHqzbmOzPsxvjd7j5ppswgVOWbeLuFStx3379618DAI5W6fe97/77gBdShn2XsJtbEwcOHBC+3eFD4XgcOiyO20PcvmKLpzbHc/yhiI5wx1HuzHv0kUfA7xHsd19fX+M94rFbO72OzYeAw8/cDXlMn3jiCfT1+aDmhh/UsG7dOmF/4rFr50t47JEdwr2NGzeitOd5AAVUKlWh3ut+/WvsaZwN99x7D/qeC9C3n14XYj/qqDXq2bJlC9ateyG6t2HDBuAoABQxviPAIw8/FPVn7569+N2GDdE779m7z5oeklGv0jQuABw9ehSbNm1MvEe1WsW6devwwub4Hbdv3ZIoBwB33XkXVGfUvfexOZ9cDwcPHrB+p0e4vXbLC5uwbt3zVs/F0J05MXZztMXuXSI9tH17fG/L5hewbt1GJN4rCIQz+Jmn4jPwaY6WqzXGFwDePQfAvj24m+Artr3wfERLUdi3N/62fF+PHI6vv2HyDtz5+98p69BBxTe1Aw4fPmwu1MCQYuS/973v4ZJLLsG0adOUZRYtWoRFi+IowKeffjpeeOEFfOUrX1Ey8ldddRWuvPLK6O/9+/dj5syZWLt2LUaNGkU+0y6oVCrYsGEDLrzwQpRKyeBAP3zxTmw8uDdxfd78eSjuPoKnHtkOAJg/fx56L1oIALj9l4/ith2bhfLTp0zCU/t3AgBmzpyJ3t6lxr7dt2kv/vmROwEAI0eMQE9XETgYanynje5EX7Ue5QzuKJfR27sGhUe249qnwsO0t7eXrLevWsdf3Xl99PdJJ56I3pOm4YO3rxfKLT95FfDofXG5k05C74lTo78f23oAf//g7cIzY8aOQW9vHIDt57vvxaN7dwplTj1lFb73RFhvd3c3envPhg26n3wJ33k8fG706FHo7T3d6rmNuw7j7+6/FQAwd84c9PYuxsZdh/H5xjUAGDdqJHp7z1TWseNAHz5z780AgJNXnITeE6aS5Xqe2onvPH4vRvSMwoUXrUZwezzOiyePRG/vGcb+/v1jv8ee/qMAgHlzZuP2HeHhvnbty9BRFrMl3L1xD772yF2JOmZMm4bTV8/E1xv3SsUCensvwvc3/xEbD+4Tyk4YPx69vbRJ5O5D/fjU3TcBAC47ZwUulgLk/Grv/Xh4zw4AwJjRo9Hbe5pwn82pmTOm47I/WY7LpPoP3L0Z//XsowCAcePGorc39MG8+qGbgEoj+va4Mdh0KOzzypUn45onw/k9bvw4st8/23UvHmvMudNOW40547vxt/f+HgBw9tln46WDffjW4/cmnlOtFx4/3nYXnjkQallmTJuGB3ZvU5ZdMC+cawx3/eqx6FtecvFF+IfHbsX+Sh/Gjp8A7NsdlTv3nHOwYJLIOd75/G5849G7AcTrFQAKj2zHD56iiefRo0eh95LTcOUd8WE7a+YM3LMztJKZOmUyentXKPv/s13i2j3xhOXoXTkDAPDU754GNosEhOchsY+OfmYXvvnYPQCA89eci2d3HsZ3G2t/yZLj0XvmnES7/D4kfxN2r6uzA7295wEAtu0/Gn3fmTNn4JKLj8df3WlHmJy/5jxMG92JjzX2w/kLFuFlq2bgk405DwBnnXUWlk4Tz7GuJ17Cd564T7gm97X46HZc25irY8eMxpG9R3GwGs7piy++WDCLlPdehi++6WxMGdUpmI6qygLArr6QODtzWXwe6crLuOTii3Db/z2Gu3cmLalU6+OBXz+Bm7clud2ly+L5wuN/XroHj+8L0xxecsnFeHL7QXzloTuEMp+/bCk+8fNHor/PPftsLOLis3z87utRaaSLG93Tg+1HDkLG+eedi/kTR+Bv7r8hlLQ2oDrrXfDo+qfwuxefC9tZswYzxsauZPdz47Fg5mR8ZvVMdJcLWNEwtz7YV8Vf33VDos6TV6zAJcumNNUvhq37juKzjTUhn5X/8sxt2HbkIEodnQBnSblCc66psPHmZ3HdC08D0J+LJnz+4ZuxrxL25aQTluO/nwvPhKVLjscvNz0JAOjq6kRv77nCfP6X91wc/b7yDnGeL160CBec1oUr//uhRHvdjf1j3LO78c3H7k7cnzp5MladMAX/8XT87Jw5c7Bq7jhc8+T9gF+I880BuOiii/H9F+4EDu7HqaeswnkLJ+LX+x/AA7tD+nB0VxGH+2uJTBzlUhGVULOCGTNmoLd3WYImvfjCPozuKuGXD7yInzTOyvHjxuKii06O5tFo4uy1xd/efyMOH6G1l52dnZgzZzJu2SYqnoqlInp7L8Kv9z8A7Arf8bh5c3D7jqSC6tRTTyHPWyC0/O1dPoXcoyh6QoXuJ1/C958M9+N5c8Vz1wa6M4fHT3fGe9fEiRPQ27squrf+4IO4f1dID8yePQu9vUsS71XwfcyYPgX37toKADhp+TL0NuIU3PX8npheK5XQ23uR8OwT1z+N67eIZ+6JSxeh9+y5yv5+74U7sOnQ/sR7/f3jtwB9R4zvq4KJb2oHMMtwGwwZRn7jxo24/vrr8b//+7/Oz5522mn40Y9+pLzf0dGBjo6kj0WpVGrbjyxD1dcORSRO3y9gLBdMqFgsRM9TEY27Ob+7gu9bjUuJ87EtFjzwlnB/+Pj5uPQbf4gYed/3UCqVsHbZNJw65wWsmD1G2UYgmaGVikWyrJxWt1QSy5WJKO8BPKEMNRYd3Hv5nmc9R0pF9zEEgI5yXK5YCL9TWXq2u4MeA4bOcjwY8jiI5cLrtSDABf8UCwo+0bsYrzl5hlWffW7Mytz86yiXE8/zYyJe94X5w8arSHwPXzOW5VJMeKyaOz5Rjv++bA5SKBToNkpS2piojBAfIm6jyL2vB7o9PgJrqVgUvnWpVESpSJv62XybIhcrxOSDO7JT3FO6uPVSLpcik0Y56FSZmF+lIjeHufXa3anuc7HgJeY57/dZKhS07yyv3TK3R3rUPEJyH+XnZ2e5jHKxn+sf3f5Zx03ArU/vxOIpPer5xM2Vcin+nkW/gLIk7NKho1RCV0dcvo7kmBWJ/bFcSq47uUynsO+I/sXlcskYqCjsXxk93e6+7sdPHZ3q7C2Xy8p+qeorKXxjA49e856wvyX3YiA8T3l0lMV5JcTNUPS3uyPcL2XT4SzokiK39uXzgN9/Cr6P8xaLzHlHQGs/VedwGnSUObc8aV9mfudyEpw07ReE/bCJ/vOuEtza4vcPilbQtecXCnj1yllYs3gKVnxO1Bx2lsK9h6cNeBQLvrAvAOE8Y/NSji9QKBYjI2Y2Dvy8/JtXLMX3b3sucr2LnuNjlkhnJJun08eF1/izz/c9dPL98+zOLwq6tMYB6IjmfuPs5Z8sKeJoFRQ0CiDSzYnnFDQDhRGd8ViUNXXaQDunfHFtq9a9/C2j5z1PKDeis8ydYxxtQ3xPap8d3d2h76/H71P0/tnsWLUrj+fSryHDyH//+9/HpEmT8PKXv9z52fvuuw9Tp6aTtA51qIiaAAHGcinopDgkCfDRb23jkoiBtXzh8PA8j0xjUS76+P/eo9dUy769qv4c6RcZHrkYGdRHOhQo/6uSHCXaEroI6TpQgXRkPsSUU1UVtV4G26QP9dWwdd/R6PprTp6B8SPtAooIUesdA5Lx/aD8uangKLqhHDuijNetnIERHUVMHZ0MYCgGf1FXZJOHWPW8a+RiIYCeFL7fQzKYmQuEiMqGFGTynJLTnKmiR9Ppfug2dAGGCp4p/Zzb3OK3QjJqPVEdf0kOvqcKZvS1y1fgJ3dtwqtXJLW5DLrIvy57ysiOovCeciRzVqcMm0BMQoYA6VvYdjFtPMAJRPCiJVNH4dGtei2F79kFnxOeUcWRscjG4BFzFCDOmkTUen4d0nWz9ZZ+tavB7yGJqPWGAG2q/aeZIJy6utTB7sxBNl3aySp/tyqNV9rax45ICvbY3FD1mYpa73MBK+W5XQ+CSEEfpWbj7quCOroEQRbqg7huUiTHiWBap7p+8c+m+fy6fhuOJwG8xVLB5UFH2GbpUdM74v7AzzHT+UDN1Z5OPQua5Z4ynDEkGPl6vY7vf//7eOtb3ypI9YDQLH7Lli34wQ9+AAD46le/ijlz5mDp0qVRcLyf/vSn+OlPfzoYXR90KLUmATCKY+R5sz9q4+M1+2kYed/3EungeMmeyyaqS5vB46gUhCvJFCSfkfdlqkzqqPWODB3VHttE5TGQU4Xp6tC1zcod7JOCjDkJHkQpvb4sfT0UACTroXK9mgiIv3/diZr2LcdF0VE+Er5N9GurVFXSgSgS3ekIDgaeRjBGrZfmVKkgMvKRRl4yt6RqVUW31eaR95Opvdyi1kv1cRco2o+sjR+vgl0e+XEjynjvecdp+1ZQUPgqglmFUV2i1L5aCxLvbUwnqoDwveX0c5Z9TJtKScwY0YGdB/tw+epZuOykafi76x7DT+56QfGc59ymat3KZsQUPNBjmRAiJc4sc/uqIHhZQEd0m+a4+tNn11/dWcnkj8n0c821k1WwcP7IE9NMZjc+jIFyziOvqK8exMJNKuJ4KGCkGHl7pYZcHz/vm2HkddmQwnaJi41rPCOflSAnbte+Pl5obpMaNC10wW6tGXnulsjI6+c6Nb4jCKvYHO4YEqN4/fXXY9OmTXjHO96RuLd161Zs2hT7tfT39+OjH/0otmzZgq6uLixduhTXXXddKj+K4QBVfsUAYTqiH9z2PF598gxcemIcd4DUyAshPe02Gr6eou/hsGyCKzEGtkgSqjQOSxp5GwGArKmjiGAxlZt9v10ihovPJYkaeVPsNjDyRZ/ecGUw4vGQzMjbdLQB/nA0MluK67L2k9VDpVNq5twzpV2Myin4TV6woCrjKviRpeaJIeT+njmuCy/sPmJRa7IvJo12t3TIihr5eLxkLbAL8a/NI08RA4Im0yAkkp/l3p3SyJvTz/mZEf5qTZabvYW8D1RqQTL9HFEh/x6vOXkG3nXOXG3dRV/upWX/Ui5Ovn+/+dDZuH/TXqxZPIlkUITnfM+5TbVG3hyVXyVYk6/J34lvU9V+2tRMNhC+ZYKgVxQ01Zkh/6E7V6lc6GH77h3gn0ij0acgKzCitjIcH6ZY0Wnk5fkTusfQ9dWDIGKmWZWisIdO/VoU3s9w1nvib36cmgmRWDWsU53FTFWyEs0SLvNpoNLP6dLlivQp3YfQEi++Jyj4FHXp6hxp0sirrrduiIYkhgQjv3bt2kQaLIZrr71W+PtjH/sYPvaxjw1Ar4YGdMT68VNH4barLkhcp57oykAjL0tOi4JpvV2dYfvyBkQ/LOeRl0tRz8nTjOIVVNo0E2zMsClQ5lDy43LObxmiab26HGP4k9oO+/6KjLxJI0/XKzMOESOfIterDrafUtVPXmutzL+sIOYCBfkiM4u6+b5q9jh87pXTMHv8CNjAJY/8vIlinR2Cew2Xk9hirqhM+kwa+bB8vC5l5lIHuR88g1enUhIR1fE0YsHPLo+84G4hEbjNECmVWj0xkan6+HH8y/Pm4bhJPYkyvEZYFqzZnwF25WTw9U8Y2YGXLYmDVJo0Z66aNVVxK428l7QaCa9LbWhM61X7hk0MgtQQhMPqdUL1TKmty6RjrI34t8pKLguNvGAZ0QQDxdMNKje2LJmPTqaRV9B3Bc9LWHSUJYsiHkE9Fm5GNAZ33/Po76s62yjIc55fEyr63gYmDxidxYyokaefT/vZDKSPAF5BYRJQNwNP8Ruwc/eRv1ung0aeWl4jO0ym9TnHboMhwcjnSA+lj7zjxtmpkLzpwO9HRd9LaO5stcRk3V68gaseTTDyMoFLPCMPi0zknDhjtLU5tgx+IzNp0FXPsaZlrVNXWb/52/rIK805HV6U13Ya/ZgV1+XgWsxvrIPUyKff7G3jFqi0fKKAS0HgOhJzIsOU1NDKf5+3aJK50gaKAnOmnjN/+ydLcNq88cI1melmYyeva1oDzN3X1Cn0lTHyiIl5n5gTKuiYKcKVnEy0xGt7ipKpfzMaPEFTx1330Nx8rtbrVqb1/LGgjO3AB4L0xNgMtn1M+y5ajawDw2AD1dpWmewmCWCqjJo5lp8xue20gpjla5T7b5rjqu5k2U9tbnCCCQPSMeL8d8pKI18Qxg/cb7f6ZR934V7j3FEJM31CI18u+soDtx4EnGl9sr+epIllwlUXa7M0gsBmEQBkx1j7oo+8e6d0VLSTRj5jBYUKWh95CxrRg2Raz1skKs54Bmp9Ghl57d0cDC0U+eZoB6SR6lOHKC8xTKORL/he4uAtF7mNw7GbNsz0pl1iHkb5vahNOGFazz1y1SWL8bP3nplaK8dvlOOIADYqFATJdaMuqV3ZDDrRtuUhqvJpdznjnEzrFbdljXypMUGo4GjNbPYyE6WC6jVE3za6TEE44JLfMtmWSAjqGFLXd+fr7izRppajOot4+5lzE9c7CJ9LgPCRJxl5WpihNa2PNPL8PhLfd51bfHnbYHeyUCqte4wMkdhPVxElBOmvBknBD0nImucQP15pzT3Tajl1Y2IynXdtkl9Pd3AWajam9Sok1qyOWVZpvzhBVtYQ+pfoK71WGZSxQDLoV9yH+HfCSo5gwsLrKRh5fj1nZNIsmtOn26tPnjUGb1w9K/r7Vx84C+M5mqEzCnZHT56inwx2Vyr4Gh95zrQ+sq2P73sQ34vNAReNvE5A1IyPvAm6ecHv7+1iWm9yFaCwYtYYAKGrnbZP3JRI+sjz5RRr3BPfS/CRNwh6qfEYYdTIK65rnzr2kDPywxxlBXfhunGKGnm7ZSRrHXQaeedIwxbM9K8fFnNky6VsohILaS4KfhiAS5Dim/tKlR0/wi4CPKDYFKWGqSBwch2MGNdGrVdt4KZOchCzE+jLquZSaMYsCoIARbC7JnZ1W225ao7xAi6dX1lckblPshYn4fOs/MMMnvDqLBWc1p3MOLIxSWrkDQw212nKwoKBip4sBrsz+ciL/TCZclK18a9W9H0y8GQaZOE7O7ormZ6mUqsnxp+q3kaQILg+Sab1tjAN0VrOZN72uaxN68VvGl+XTbdVoIVC6rkHSGdjC31iVRCIbtl6QCD26bPnVx84Cz9652rpenb9E/2n7Rj2NPNTZC7dn6cgnFuWFl8y/ve9ZwrC+WXTR+MD58cBNDstNPKyEqdc9JV9EIPdJd/D8+jYQLaWfsDgMV9Uu+wav8b5b7V67jgAwOcuW+ZcN4PL+cAzxDYuPTK+9aaVeM+58/Gff67PWy8HzuXRqdCu8/AluqxT4XJLCgCJSo1R63OW3Qq5af0wRzqNfPIab/pjKzEUo5cnNfJyFGynPnIGt7aPyocYRYAlTOsJgkvky+z7zbc/fmRKjXzjnV2D3bFnqvVkVGseKlN4FyJEl9c1Wa+iHxLjEDPyhGm9dWtJ+JbfUkVsd1qY1tuYrKnKAwCXShVBIGt5HJkWSSPvewCdlT4JWcPDqrLxVVVp+ToUuXsBer0VpD1FB3mo+WepOUp9Gjk9UVam9YJpu4a40mEUQQRV63UrjbyNJo0XlBS8dCSVbt8oF30cN2kk1j+63ek5017UTNR6/pvaM/LJa3IPZC22i0VGxorCRJ2JdcK7vCmeXzZ9dDKzSYZEt25MrASmluCfyCpaOM/wumisTeDzuneY0s95SdN6k0Y+nsce9392xRPTUTYODpfAvzqzblW8mCyg65cq/dxrTp6Ba99+KrrKBdzy1EvK5/Wm9Q595ApXKb8vAyaP6sTHL1lsLCdYoEjjMqJsjpzvSc+5pJ+j9mWd+4iyohwJ5Br5YQ6VH6luA6LTz8VTpa9qt9HIwU1ks+1SymB3gH5DUvdH/Jtk5DXS/8jizCB5VLcfF3YxracZI/FvUx55AJYaeYVpvbH2GPzhaOLplUxEYq5o0s81QSHZastVBBMf7E7VDZPvmK5PvsRABQhSzz9APEw7SwWnsUto5Bv/JjTyxFv6AuOqrlN4JtLI08SiSZOZzCMf/00xX7RGXjS9bIVpfVpiRU49B4T9TX7SZAM2+6fAkBTooG4maL9RoNEoateioU1XobBiLJQ+8hbniFxGl77PrJHPnpr1FL8BaU1qmraYZqnBj59OuM6jWdP6rEyrVdY2zdZekvZuwC39XNkQtV7WyMvnTIKRh9uYi+tMvNdK03qqi1TqVPm7sbM9bd/SCnrl8zRL6IJsdnEWIEqlhHS9o0gr46h3p/Zls/We4norpJtDGDkjP8yRRspMPcL7JvdbM/Lx76Lv4btvXYVJPR345p+dHF4r6Be+vm5u07V8Rm6CMq2XL5Uk89KwvXSbiGha78LI81QNcQ3mPPIA139N91XB7lw+j8DIG8rqTOspjTwlwW2GoVIxmDJU788LUFSSdHXUekWfeILHTx5aOiLcBEEjXyw47Q8LJ4uRzX2CGAqvJ59VfWcdIx/RocJ4xH+4pjYUzHVtNfKBTrDXhABJNScciEbetP7jlyzGhJFlfPyS45OuGEQ3bcy5hcCIKd9Vz8cHSu15Uz7yjhuCyrx66bRRVs9T50jSXF38m993Wpk3WgUdA1u2PJflW1m+RTqNvHs7/CNZuTio3CaaDabHC7eZZZpL+rly0Vf24a/++8EokwcrI9NYovad9cn+/XQC7Rby8STTx67wQris9vZm66hYWgKlgeiSKt7jrTpV88rzPMEit8PJtN6tr6p6ciSRm9YPc6gWpI5gpJ7gq0mjkS/4Hk6ZMw53fvJl0bWmTOslZsfqGenN5hApu2QCfxzny84IrjTWAHJZF9N60V+QbtfGtN5GI6/cwB3INJvYA1G9imqLUiwCJmDIWiNv6yOvGjO+P6p1IRJE5r7K5XUMqeur8xY6HQ3TelvMHNeNn/7lGRjTXRLaTmgQiDpVBISOeI5M6/lrThp5uj5ATCunKh+WUzPyzRAZphRfNuAZ+fecOx/vPmcePM/DUUPaTbl9FeMrmNanZHJM+6NaI69jIPV1NsMYe56H337oHNyzcQ9etWK61TPUXJJfKxm13jz+cZ+suuEE/piTm+fPZV3TSYFRdh3l+2STEjZt+z7BnDYLYY/KaL8ARCE7U6yoLOgKvpcIJKozrb/16Z3R78gSShL2mDTy5vdTM8rNpJ+zb5W71rioMq3nh3X6WH0AORXSzqc0pvW20KWIE1Ppqp4Xffg7FRp5modwHxAVvZTz9yJyjfwwR7PmZvG1+KKtRt5EsAsEg2M3XZkjIGkCOaKjiHs/fSEe/Mza6Jp8nEzgGG4/1eEVgy87ziHYnRi1nvaRtzGtZ76Peo18tlHrTVAy8pIZ4KD7yCs6yn8HK0ZeIFBVprsicZnQfFn2mQL/Hh1Ft2B3ALBy9ljMnziy0bfwWZs88iLRIN7/1ptOJqPXUwSlS9R6uR/8s5Q5tMm0Xu5Lcz7yNEHlUqUc7M4m/SHZpqJ+WduW5nV1YxQEaiZW15b5u1t1LW5LenbRlB68cfUsa83+rPHdyTqlR2V+i3LZGizIe0hZ4fdqric7aAU5GisuVwjfvokPwe8S6qj1zY2QGKi0oZFXWND5XpKR16Wf4xF3WdyXKEaeX4umqnXa4Fax8UGgmkvhNTGPPC1omD9xJP71z07Gf/1FMpCcTgCR9nxQufRkAfH8Eu+N4Ezr1ZZSIv1fVAj9bKPWm6B6hMUDePuZc5zrHI7IGflhDtXi0QUX0ZkiAS6m9cmNn0epCdN6T/mHGhSDOW5EGaM6Y4JY3pd5zTktqbZrGxAlmW4aefM1G9P6pqLWuzDy3CAafeQVH6/oi9FRmeaByrfalImztUbeXJdqXbjk2pXbCvPIe9L9dIyf3BdV+rlmyQiakad/A8DFy6bi8lNnJp6J88hz+wRvWm+w1ZN7wQfxShPsDjDvabZwnRM8TpwxGmO6S3jveceR9xOCH0P7Nj7yHiFQsoHBRV5jJq3Zowzf3d203q7dqLz09+iuEv7w8fO1peR6ba1SBgRS87aWcjoBY9Nd4uqSV6qqnVTD6JnXgXOV3O8sg93x2vdYI68SaoTrgL9fKlD2XUnEpvXxNQ/i/klGrTdalgisnnhzgH3kGapSDBTqNwD0Lp+KUxuR7G2Rdl231rRePd+7BY28el9W+fCbBNLyeKyaPdbYXxXWLp2C+//mQvzNK5akrmM4ITetH+ZQ0TyupvX8wuy3NP0xEb1C+jnnPPJ0OzpQWjgZsoSVTxPHxlI8juw36z2H+6PfPYb8mTz4DZJ1z2toyNjfpvRzgF2AmixM6/kh7F0+BV/6zeOY1m0XOIrvB3+vqDGtbybtkS1TbGO2qWLkdfSLTZ9ELb6mbgvIqWOaSqGm0gAbytq2SMV0EKLWm/ou3eaflU3mAYVGXvaR1+ThdUEzBP5nX7kMy6ePtl6rJFFlMe/F4IDpiEu9Rj5QjqFuTZu+uysBzZdOy8xNH9OFCSPL2Hkw3OPlarSm9YY2W83my82ntZTLMmq9br9V7jtpNH7c76ZcMrjfKnP9Zl0PeMWH2Uc+vF8u+qj2h642umB3PNja86S+U9H4XQSSgun6wPHx5B7D3k1pWk8+k15A6IJJPfbWmq7QkSJWpvVQB+MzKbj4dfGDd5yK1fPMghHdGI7ptleGDXfkGvlhDopQ7y4X8BfnzFM/pNn4gHTB7rLWyPsOBwiDjfxBPlBojTx9UJtw4owxAIAJIzsy8SfkCQ/KNDlRnmCMZMgHdnzdvX8AMHv8CPzx4+fho8vpJGeqakMfefFvgM473gwBKRw+mnqOn2oOfNVXpd9R9IfmhDKKekSCwksw8uJacXt3fpp0ltyC3clQa8aSN9IQtFFMCkXdJoZN7gfPHJIpw4jqTpgxWllnZrEZHL9h0fecmFWqfhurIsHNJki3znSCokDRNyCdsDG670xwpxeqqOpJzj2ZkY9/u8Z6yBpy9WJKKXXjrdTI85CF60rhT4r2BYVAE9SwYFov1OlOp6jAzxMWZEzp8tW4zq9hXbA7Hqpgd5QVjzB3DVXr9pyW+sgT78yuvGblDADAilljMg1MmKaO77/tFFx64jRcccGCpttWQXd+Cab1GmGZkpFXtMPAz9W5E0YIAbRVyPPI2yHXyA9zUBv9g3+7VmueSBJ+3DV7H/n4GYo5FCX/jsQX99t2w7TJby5rnniNPOujyEfZ93vciDLu+dTLMMJBGy9DJBi86ArlOy7jhBmjsetgHxnkj0ex4CX8npvZTseNKCstQ1TDp/KRpzb/Zs5ck0b+/95/Fh7cshcXLZ1srMvVR16FhI+8RsPqrJFPmNariRxjXarGictpNPKx4IkbD1+/p+i6YdIwU7UtnTYa/9+7T8fU0Z1h+w6aVB1ks/W4D+Y6VXEsqPqovwFZk6ZgBvjYHIp6dLBhrNTCIPUzqswa0bMtNq1XtqvgaShGndcmDUbUeh7yHpA62F2WndJANf/TfLusI5WHiOsRg0o2Vyv/3kzY4vseXn7CVFz34FahLCvKxzsoFXwra0o2XWUyR4yv4gv/hs+ZBFLqsW5t1Hr1vQ+cfxxWzByDlXPG4hf3vxhdz8LbxdUyaM3iSVizeFLzDWugsyjrsjGt94F+hQ+/6Yznl63tUhvkrXHIIGfkhzlIk3ZHQlC+Zm9ab98PA21G1O3GHAG0Oa0Mmb7n870fOFpJtm3XdITxI5szmxKiDfsAGkrgcsEs3fz65StwpFJDd1m/7Eu+j6OQcoO3aEdV1RsyOhzTFuWRVwdFSwPTWbt8xmgsl7SyKqgEXK5aGVkzIL9eVgxkZ7FAvr8tUZWGCdM9l6gn8pGPURD2FLd9jCdEXRRAvG+kyfzShHLRR3+1jnMWTHB/uIGiYbO06ZZNsDV+rgRB4LzXmeap1r1Lq5E3+Mg7dlQUCrs9K7ZLn0kUo/7l15yAK35yH95z7nzc8PgOQ/+y33tVGmRAFJTorbfkC013ywojO+nzK11U7BitSD+XJiivCsLezbmY/csbT8bY7ofwozs2AQit805oWP+VJY28TY7yWGEhnkN8YL01iydh6YE+/Omqmbj+sXD+mt5OFgwMFHQWSaWCHzHPortR8x1sRyZUJ0yxSj8HDxULF8Ksgt3lsEPOyA9zNHu4Rde4erIKdmebr5aCrTnkvAkj8OzOQwDsoqnLxCUv0d57OGTkB+tAAsQghfyYUSbnMjzPMzLxAM0otOo1VfUWfE8giBgRQ6efa6L9DDUy6mB38W9fYI7oeuSlkqCXPfU9E4Q88iX3qPViPxSHPXWIp/AJj/qqEAiaNfLifb4PLpkVhDoU1gG2uPGj5+Hu53fj5cunRtdcP0HJKMAwV2ijhRZic1jWy8MqcJyqbc0zJkFGMwxZU+uB/82PL/G55kwYgV++/ywAwM1PvKSvt8VnjC5qvT56vL6erCDvk6r4MmnGSVwH7s/TdfJ7BN1WGoh55MVzkB/7hz67NrJckzXyNn2ggvrCE/fb8SPL+LQUaMxUt86su3WW9eo4HDJUApi0aEfGVUe78qb1qvPR9yDkkRfv8UKrJFSZWnI0j9xHfpgjVUoW4hH+Uqo88kSlRcvouBQoc9SrLlmM4yaNFIjkv7poUfTbxrRe56u1+1AykFG7bNY2PvK2oDRerXpNnUZedM1gGvlso9Y3Y6Yuwy6PvBkysyiPUTOCJH52dzrmkZehepSqM007VB55nnk2+shL05gnRLMI3pZm3k0f04VXnjRdStvjJuRw1cib9nMbBEGKZyxsO9RzSN2aa9pBcyfchUx0NTShajKdb9bkulnI3bM2rZf3pQE6ClUa+XTp57IT5FLIKqYGIM573qRdBu9+JmjkCz5sVnFsWi+eWyYfcrNpPfdbumezV6QF1S1T/zMxrW8T2pCHbj7ypvVHFfF+fM+zUuSRY54iXkTO8NshZ+SHOVIFgDEER+pXLPLEM9zsophDlZ+oDcTgWeG/7z53Pq6/8lxMHtUZ3eM11Vam9cS1U+aMBQC8asX0RtvuG1JW4PkPPt9oWXOwu4LyQW2Zab3ierHgk8HuOon3bKZrWX5LlctJsz7y/FwPEDQVKI1Pgdh81Hr6uinGhm2fKR95IWq90R9HvM9/h7QZflqjwXMrb2TkPfnv5jn5uoGTZ6mEzjoudhmwkZWo3t02/dxrTp6B962ZL9xvJmq9nTUDXUbQvgrXmxM8tGLn1dVZtg12J/3dKqG2zOSN7CiR5VK1L6znbPovfPsMz5eiELVeFGirGOFSMX6mXHTTyMsBSguGdzFVPTgaefq7Un31DYIK53bbkLvSuYbx6/5oJaRl3nTaLLGQp/GRN2jcbTKlyMjZeDvkpvXDHGkIdZruiy+mST9HEZ+2JnwUdJJ0nhHlfcftNPLJa//5rtOw+1C/ICCI+jGIO02FM3HSSehdYWaQsoNq/EKNfPw388/roEzrm9ju00RTd29DYBWiXzZR6z2IGvkgaM6KgPeR7FBFMbYkqtSm9clrPj0EWlBZFoQ9xdVHXvL5ToOsib009bia1tNEt3keuuA7b1mF3z6yDecvnoRTP/87AHZWD6o31w1JIr+9VIt71Hqn4kqoGBXT9+XnZU9nEQeOVjFrXHc2nbKA3L2yEITW/rnB1sinEay5ZMFIgzQBvlSggt2ZwO+RpYJn6e4i/gs0NPImV0gHgZQ81K1k5G1BKYdsMWNsFzbvOSLV135sqK1Lal8lVNZ9+hVLUC4UcM0fngMQvpNN1HpSUJJCAdGGQ9iWyBn5YY7sfOTj32nSz1H9aCaPvG7T5RlRQSNvcVhQxGep4AtMvHjADd5Ow3fVFMDQBSZGIUvoImbz90oajXxmAarSV6OFKzFnMvFrps/8Iex5XpNjp7pOaEBS9Dny1eSvOZjWy3flKOxp0Ayxp4JrNa6CNhPNbcNwh6ni1Bg7oow3nDpLsHqy2W/V2m11awIjT9Zpblcon9HKVxGyLmkSv/SaE7Bp92G88qRpmfTJBvL7l3iNvGZsbARGWcDeR745Wiez9awQDjfL2PHziHIxM/WlXPStvhGVZtfzzBaU5iCnrT9rKZjOI4Zm0s/9/H1n4rZnduHu53fjB7dvTFXHQEAlFJfB3AQ7igWct2gix8gDE3s68PSOg4lnTG5naeJFtN8Itifa0PgjR5ZI5adDbnzxb1uzVFF7lqyzmTzyulzuvICAl1ynNa2XIfR1gHeaVuZbZWiFZkIFa41845tSAotmzsusckjroGS8Fd/SZCUgEp9unZal6c0F96KfNTGO1nnk/WR5/vO7+krzf3/y5cdj3IgyPn7J4uia69rPzBTXcTsxpZ9L1pmstUMKgmVCEARW3833PYx0SK+pFgapnylK54ZsVuxsWu/M+NNQzQ0XjfyYrhLec+58TB3dxfUv+40pi6j1MgZMI6+YX6ncCIUzJiuBDrdfZci88gJ2m3Szcpu2we4ojbzveYJ7JDUnpxAWi1S9rD4erc0jb1su/d4+YWQHLj1xmmDNMoBklDVs96Wjldh9Vj5LvvjqE3Deoon4jz9fLTxjshRMsxZyH3k75Iz8MMeMsV3mQhJILQc8vOz4ME3H61bOsKvHcEiWMgp2J/eYN9nnA78smDzSWK+rX+dAb9YDYYGWpXbfBCUjLxEdOi1kdunn0tXzD687EQDw5deeQLfhGK1VJ1yYPKqzqfetSP5tpObTmvChr5sCCdkSbezg52sTTGEdfcX5PWj+xJG451Mvw3vOnQ8XtITw58fGorxJgAGYNY09nSV87pVL8dlLl2J0F+1zzMMl2N1xk8z7rLZzMPjI+6Lpt+zy1IyPfDNQEbKmvPeDHc1ZbrODc0dzCwrZmr7LPcg0/ZyGuXSBapia0fLK4B/n6RpblAu+lfVJbAklMl48I8YvsX9780q85fTZeK2BLhwMBUgQ2I97mtSi8ncXXK/akJP3hTmkpvOO8Iy8FIx15rhuXPv2U3HmcWIKVdMwC/uy5dBceeFCAMDbz5xj98Axity0fpjj9Pnj8fFLFuOLv37c+hmVRu2f37ACtzy1E+cunGhVj8n/TNSsWHcvfNZXP8vfKxd9/PqDZ+OpHQdxxnyb3M02fp0e+Xu4YCDfSEW4FhJR6zmtVXcpSgWoq8MGroHoKLxm5Qz0Lp8qRH3l4SqJpojL6644C4f7a5jY04EXdh8my9ogqZEnClnS7irhCnVVDNhnhyiPvIJ5NqefEyHvQWnmTZYatrSwYVQ9z4uoTFXpN58+x7pNF35uwaSRuP+FvVZlVX3TfRrZxPcNp8zCE9sO4JzGuTRYJq0qyxsX0/rB6LrcJB8gzZR3nJtmLeu7LPhTa+RTMPKaWDtpodRMGqqfMqoT2/YfxYSRZfI+nxJMZsJs1qcvWbmpwMrIcU1kSxiGi5ZOwUVLp1jXG1YndqQZBcWP3rka/3778wiCIMppr2pXdy2LPPIqoXO7gH8vHSM/gltjtmn5TGtJjFpvNzbLpo/GE1dfnEpwdSwh18gPc3ie56x1UkX5HNFRxMXLpigZFl09FDEztps+sGzAL2x50y1KQWGOnzoKl55o53No4zbQCj9ZWwxEUJjt+4+2vpEGVMNX9MWtnifeb//4BZjY0xHX0cQ3SCEkJiGvCf47qeaLnSl3+O/SaaNxypxxifvuUeuzM61X5x+nrjXDNHvENZtgd2KbWWjQB5vpCtu1YOSVf6RDmC3BruzyGaO198d0hxYAiyb3OFl1MBQkDqNc9PF3r1oeMRP8/c+9cinmTxyB77/tFGV9WX1HFdNmcl0QYmiY6m0B5Pr5/qrySUfPKn63Ej0qjXwKajYrCxvVNxKsLQx1/Me7VuNVK6bjJ39xOnmfrRsg2+C2Mqg88h48ybogTb30b6A5uuasBRPwnbesEtxReNiePTp3TVtkUUcrwQ8Flenon99wEk6fNx4fftlC7qH4p26NuZjWuyBn4s3INfI5Ejh/8ST89pFtmDG2C799ZDuAdBJT33BILp7SE/1+cnsyeIYOfBC7hOaNu+B64FmZ/Q4iIz8Q2HWof8Da0hFAIpEVf8eucgETRnbgpQN9AJo7MFvlIz97fDd2Hmz0z1ESbbL48P30fe6vivO7GWsGlUac9OvnL1luJpTpvGCl4Wpan8EHbrWWJavaddqvNAhN6+3qef2qmfjdYztw8qyx5P3/ec8Z+O4tz+J9a47DLU/tJMvYpp+jivHT8qSZY/G7j8zR9td1fGyEDy7R0E25xlvPyEuCcK6/sisO+Syz/GhRRxOm9Rlq5FUC12bq4VFQzAkK8yeOxD/96UnK+2O6y/jRO1ejo+Sndn+zGSPStN6T9vtUbgzqcyuLPPKqdWYrHBMEDSknQxZ1tBL896cY+VeeNB2vPGm68hndXukSC2Q40s2DiVwjnyOBZdNH47orzsYXX037/NpCZRodXeMOoy17jyTu69ChSV3HHwlUujIdbI6TVpjj2SKLA2+gYGXGpzgYSpI/n8y02Zp7mZAmJYoN/vkNJ+HipVPw0788vSktrkfs0M300sq03hIFBxWYmMPdzUdebNOeQZK/ZxbJGKjv0Y6QifBmETjU01kq4N/fcSo++LIF5P3jJo3EF19zAmaO69Ywxer6dW5V4TXHd89o2f+/Vy4DEPp18lW6BGVsBwKXP7erJtN6xe9WIksfeX4vagXjlbWg+KwFE0jLLJv2bfvAhkG2VjNlUzH2RWhDotkyIGtU35+2MNWfLek18ub+DCZEH3nLzAeK53XlyPvSfMqRHYYIWZJjMJDFRsQWvoroXrMo9GucMLKDvK+CaFov3uOtAd018uYygylobYd8q7aw0YDaauRlYjirQ6FVbhIzxnbjW29eiZWzxykl0XZzLdmpZtLPzZ0wQvibWpe2U8xFKeQ7vndYP3so4K7F940+8tLtoaCRbwWy6HGr9h1V33TaXV6oZyLI7YSJ2eDUuePwxNUX44oLFjhZjpjMrwczDkvFZFrfov1TgNSFjmJBiA7OkOZcFjXy2byAyly/HbYOq/XACvGMu+8pfeRtoRNYZbG9qM4j2tUrec1kGSNjzvjuRGyAZoUdrQa/l1AaefIZy3ExzQnX8c1hj9y0PocaGaw13/NQDwIlI//VN6zAP6x/Aq9bOdOpXp5BTzDyHPFhE+GZh41p/WBuQgPBx48oF3Cov2YuaICNhkNVQk4/J5sSihrH9N9jIAgtV62/SUjRDPF85dqFCIIAlzbM55ozrbfn5NMwIyYhhtlkWfzbVN4lZkGIoUGMZLNftWbnSaeRN5jWu7qyZLjwmYBZ5RZEod2YPR5mjbwHNjcGUuAwsrOI3ZILWJrvyM/qLAR9gGyxB+734H9cvm8fXbsQX1n/ZKIM6zPfWw9u/v5k28K5JdaQiUZesWnYkoBCxHnDt5oyqhM3fvS8pMUD9zur+ZQl+LGghGGmZ7SvZBDWN6OAyKFHzsjnUCKLfShcvGpGfnRXKTJJdAEvTZQJiBq3i7ge7nam9e2FrM+Ln73vTKx7aCs6SwWnbAcyrIQoiiIF3xNN6zUa+WYIpIIj0Z8GzWj9SbNADUFkwqjOEj7LrTfqE9nW6GKKKlgiWD5D7Rli1Hr7YHe+lw3D1nIf+RbUn0WN9aBVfVMR3+q2RI18EmL0aZs+ZA9+6rqY1rfb6VI1+MgPRLwYqgcjO5KMfDqNPE8ruD9vwmAz73LrfHdmjusmn2F9ljXoRQdGV1cv1a8sBIUqxpnaY6iSumB8MsLgn9TZnI2CoVUQotaXbDXy8W/ddzeN2WAGiR7uyE3rcygh5n5OVwerImvppOAjL81it9y3ItKaOw8UqP6VsnD+5bBwcg8+9LKFyujAtugum59XjWVJyiOvSx3WzOcomkJGZwClab1NqkOS0c5Ost3MXHaxdkmTR76/Wm+Uj6/x+4jZR557LiM7R3G4hoafS1YC2VYsD7VGXsPIC+spWU4VdE6F46eOMpZxh1oIKUPYgqj1PohEr9G0nv89gP3sJjLnNBvsrrk9ghYI+Ia5OtDgX3HGWD0jL3bXyzSWQ8K0PoOtVOUmRq+p5vcNClkpGFoFvku2Gnl+lWt95A3vK9BsbSawHOrIGfkcSmSx1NhmlhUhzSD4yEs9beZQcI1a3w4w+WCmRVoBwb/+2cmYMbYL333rKmNZVc8LmvRz8nPNTC2BKUhfjRauB5iJOJaybzUFauya0ZirkIamOVJJunfwY1kyzfsWEFXtSJyZ0AzR9OlXLMHU0Z341MuPz7BHMeZNHEle1w2zMWq9gTGWsWTaKPzwnafi+ivPNRe2hOgWZK+Rp0oO5owzmtbzWrYW9ZQ6k0lGPsVBwAtTW+EjT1o8DeIHrXKCmZnjVOnawn9lDWqWPvK6AMVpoU6HatfXLAQVoutXujpaCVPUevqZ+Lc+ar19Pe1GQw915Kb1OZQQtGgpt1q2eLNmNoX0c1LVpty3OliZ1g/qJpTsoWscAFuk/Wa9y6eid/lUq7KqQ7boe8KbykRaVpJvk3YvCxQkgujyU2fix3e+IOZqhViGgTatz66fTbklODwr7iV2oBh5l6j1Lv70tmhHv0cjmujyO8+ai3ecOQee57Vk31s5eyz+6U9PxMZdh/HV65+Krltr5Klgd5JLhQ3OXjDRrmCjVZcSJheQdg4CZTKtzzo7AgWqByOIFHRpljhPKjS3RdBzktovPLSHLc9ERYDhWCMvCpgKhtgUJohCHxG2Vlo6qKPWE30xlDOdi6ruisKP9lrLQMqo9ZYCDn7eU8OTtTIvR4w2lBnlaBdkZZLJ/5sVxPRz4r0ZY2lJsw1szPLbzrS+RaLftLlqXaAayWLBE76rTBD5OqrAAfzYteqr+pLW//OvWo57P30hLjh+svlZBSGYWd+aYeQdBD2mqPVvPn0OAODCJfGYHGkEXBQCUglR6w0+8vxzLdC2DRU0bwbLCPsMOkPgVStmJHLO62g+E0FYaAPVD7+uzKb1Bo18Cwbelm+q1PUaeR4DuTa6iLSyzZrWNzfO9IBSVgIt+Z6W5RZPGYWPrl2Ir1++Ap7n4YuvXo4Vs8YI2nlVSsdMfeRbopGnr9t2tdDk+4VtNV9HK8H3zzpqPfdb906m1223NJvDCTkjn0OJLBYbq8MlwrUNRGmi2NFXnjQd71szHz94x6nO9barZf0rTgg13G8/c27iXqtM611T96WBao4VfTGPfMJHnvudVbC7VgmM5QPM8zyMG1FWlpc1Ibr6mqWAmlmWLsyxiXg9btJIPPzZi/DtN6+Mrh0hMie4aNlVvqrNQHyPoUGNZNXLVvo1ymtYN194lx9K8OoPwJo2ge++0XKkraPWO6Sfa5lpffJaZj7yLdCNt5Of9ILJPYlr7z9/Af7kxGkAgDecOgs/e++ZmNTTGd1XBbtrlhET5or0fKui1gdBYAwYG1+z3zdU3RXXvb6OwQDfP1v6zva7m+ZERrqXHARy0/ocSmRxMLPNNetNTaeRL/ge/uqixanqbVfT+q9fvgJfes0JpElh1kIShjWLJuHEGaOxbProltQPqOdYwfeE3T4Z7C7+3QyxzvtZt8y0vgkNIdmlDLuZlRDEDfQqGynNbcq0nodLNHAr95N2sHdtAdrRxFOG/Hm0GnluzVJuVO1gqs7vayaLKSHKvmWE7YFCtV2D3RHnYJr2m/DCU4LvBv9tszAfd8XHL1mMou/hshXTteWogKyykKZZNzSdr3UWY+PSJTrYHfc75dkmph5sv32X75MtI28rmDLxC+0e0X8oow1lRjnaBcJelnKfjYPdZTvVhPRzWW4KbRq13vM8kokHWqeRLxd9/OL9Z+HvXrW8JfUDUFKpch55bdT6JkhdISd16lr0cElrI8NEcDRL/jSXRz7dsybi+ZJlUwAAbz9zDgCRyBPM7A3zXrDaGKL+eZ0lH5975dKm6shMI9/CIUzkY7b0ka8RDIDIGGcPm3Fw0cibotYPJidvDnbX2rEGaK15d0am9ZmogjXwCLJnID/n6K4SPnfZMqycPVZbjmLS5WB3BSHYXZretNZSRu0jb9dYFqb1Q8lH3tq0XmNJoarbdH8whFrDGblGPocS2eRdDv/NOiCbTiPfDFxT17XDftSqYHcDAdUU86Wo9QnTW+Fe+vYFZrBFw5i1hpCvo9kDsRkZUFqNvKnL//LGk7H3SIV0P+Df15hVgTfDz5Co8rzwHRZMpiOuZ403nz4H5x8/Ge/4/l146xlznJ/P6tVbucu4CLv4/a5OaeS5aTFYWjG+Wbc88u2FdtDIk6b1LQh2lxXGdMf7FhnsrgXj1CwdQu3lsoC8eR95rm7p8YH2kaeKilH19W2pxlsQ4LXhsua/qb2PvB39YqJt+PFtxbo7lpEz8jmUyGIfiqS7WTPyJXX6uWbQrqb1OrQq2N1AQB88Jb6XSD+XEQVZEjTyrfmwpvRS7vXFv5sl4AbHtF4P31fHEHDJ+8zftelrZ9FuMB/+zEXoq9YxqrNkVb4ZsPedPqYLv/3wOanqGAo5e30HJoH/lpRpPWUmPNDgx9xkMTUY/bVtp2LQyItTqzWdt/WRT7MftUIzOLGnA//6Zyejq1QYMpG6KRpC1sSmyQYh1qdZ41n4yDepkc8ij7xQR5t/e/uo9fFv3SuZXnco06ntjpyRz6FEFjG1BkIjn6llvWPU+nZg6ltlWj8Q0PVciFovzR8X6bkOA0FEZ91GlowZJUW3JW7TrmnXAFOB4reLplOnvP/Cq5fjNw9txTljt1n1Z0RHESPozE1ticzmdQs3O5fUT/ycJRn5Fu/PNlWKpvUGH3lDOr3B3N3N6ee43wPY0REEI5/G2qlVikGWfrWvmozz4bVNAroYpEZeYmybzQahezyL0VB9f+oqVdQ3ubg4oh0tbfgsFPZ55O0EHKb1N25EGW9rWJSN7mq9EPxYQi4iyaFENqb1nvBvVuCliVlWbWPywzfXDqb1WccfGEjovp0uR7FtABYThGB3qWvRQw4a5FLedL/Z6deMECStxqGZNcM/a2pfNHNUl7381Fn47ltORoedgqKlaIXJaVZoJVmaVjhK+ci3Q1AlvtmSKZbDIAiGTWvwjatnAQCuXLtQW24gfOQpdJWz0UG1+vwmz6b24+9IoagspCk26SOvCwSXSbA71XXKvYEo7aaRV6QbzECr30rwgrmypYZcpF+aw2cuXYrPXNpczJccSeQa+RwtBdvMstYad7Qq2J0F2i2Iyalzxg52F1JDx9iKfqbioSMw+U20Xyy0xrKDh6tG3hz9tdkexWiG2BiM2AwuMSz43g0VE9eswFs9ZOYj38IhTEsAm0zrB+uzu6RJNFkQDMZ583eXLcP71hyH6WO6tOVE8+vW9JNi8iiNfBq4xsRxRbsJ/VWgNfLcb3iCwiDNuaFjCNshj3w2pvXm/gwmeFcZk4CRQRTo2D2TB7MbWOSMfI6Wgq37zDXypdYEu7NBu2zQ1195DtY/uh1vP2PuYHclNawPWUl4LGjkm/ggRYNZaxbIMtAakG0/m2FwU2vkXctzDzgx8rxGvl0W7SBgSPjIp3SVoeaDKZ3bQIBv1STwEqLWt4lpved5RiYeEPs2kEusKyNGPiuotqV21MpSoOaobCXTrMuK7HPPo1V55AH6G5Cm9Q5MuDrYHbePteGZ088x8rZMuZdyb84xcBi6Nrk5BhRpN9qXL5+KxVN6cPzUnkz7I5jWDzCp0y4a+eMm9eC95x3XdkRNVtBq5DMyRy0WsqlHh6xNZ7MMdtfU2KU2rU/f6VPmjMPxU0fhFSdMNZbVBlc6hpCZRj6baui6BSK6OY181r6uaSDsXQYT1naLueKCrNKA6kDtFqpUrM51t1hxOEQs60n3PFmD3mx6NkrjzfbxvzhnnnN9Mmx85N90Wugy8rnLliXKiZZzWWjk2+9Lm2JeUNAJYHK0B3KN/DECzxsc066reo/HVb3HZ15vuUXp53IMLGx95GVa2FOUc4WQR35ATOvNjZh95LPraHNR6wdeDlwq+Fh3xVnO4zhUNPKJuZzBnp3Vm7dSgJnaR75No9bzo27WyPPMMFHT0Ji6A9rPLiKPfBpkZVqvenfSP7sNvyfpIy+tyWaF3pRp/T++/iS886y5OGHGGPcKJVDLLIAo2LviggX4m1csJQO9iT78KTvR5tprYxYKAqLVTRu+VI6ckT9W4KE5mtA10nSrwfvID6aIu93GZahBdzCIeWfFcqIGL337IgHTmonkEwRMVvU1O/+aivif8llX2lnW4FubBAqCoGOXAMmKAW/lCAq53x2+FamRbwPTel3GjURZg6CvnV0jBqJn1H6RmUY+k1rc9rR2/J4FYjMXTkbPE/b7ZjXybJ6Xiz5WzBrrXJepfh78tyn6vlW0dtP7qT63y7ofDKRh5Ns9gF+ONjet/8xnPgPP84T/pkyZon3m5ptvxsqVK9HZ2Yl58+bhW9/61gD1tr3RLubgWUEIdteGB2MOO/Bf7vR54/Huc+bhO29ZFd7j5qysMcjqcBkI03o/Yw1h22jkU+aFHSjhV7ubOQ4UhsKbpw52R0ylrFJTqmAVsJIrZMqf3Op0ea3EYJndUnnk06DVwe54tLPQn9bIc7+RgY+8ou6sQFUZBKKwTxd0Oa17j9gHN+u7gUYlN60flmhrRh4Ali5diq1bt0b/PfTQQ8qyzz33HHp7e3H22Wfjvvvuwyc+8QlcccUV+OlPfzqAPW5PfOPyFQCAz/zJkkHuSTZoF9P6XIjQHARmveDhqt7jceGSyeE9rpx8sGZFFAim9emr0cKVSXHpR7N0KKX9tK0ybRC/gaKdxRgLQ2OdJoJAZUD8Z+Yj38IhTBvtuW40rR+c7863atTICxYERF1tPXVbP9bUGsgqLsxQ2RfMaG6foOaorEFv1ke+1fEUVH3ihTW239tLyRm1e9T6apMa+XYUTuQYAqb1xWLRqIVn+Na3voVZs2bhq1/9KgDg+OOPx913342vfOUreM1rXtPCXrY/Llk+FY9/7mJ0OvqWvfKkaXhq+0GcNm98i3qWDrY5MFuNdpayDwVomXWNmZooJW5vjXzBQKgPJrJzS7DH3AkjnMqnXWGCz2M7UlUEWiHkyM60vnVjmDb3O+kj3wZ+qi5CJDE439CYpwyU33PWoNZEd0Y+8pefOgv/c89mrF1iR2NmgXb8xMY88sjWR34gLWV43lUOmquC0bResVELaSfb8EOn0cjzGCLH6DGHtmfkn3rqKUybNg0dHR1YvXo1Pv/5z2PePDrC5e233461a9cK1y666CJ873vfQ6VSQalUIp/r6+tDX19f9Pf+/fsBAJVKBZVKJaM3aQ1Y/2z6WQBQqbhJ5L7ymmXhplWvoVKvpeliS+AF8Xsc7a+gUsmOsXf55kE9aPs5MtjQzVHxQFSP5eSRJfEe91xQr6X/BtycrlTrLfmWAddGtVo1tlGvx3PbVLZWa+LdASXnaFVnQO8lqmf/592rsXHXYSybOjJ1n12eq3Pj7mvmFl/vYK/lOjGXm+1TVu/ECy2zHqd6rRr99h3qrxDzv8bVFa63bKlP3gpA1c9qNe6DZ5h7/P5QI/YHmWnIYuxr/L7XRH38yNrsbWlB1fvPrz8BH/3pQxFzkqbtzgJw3fvPSP08g83aoGiFrMbL5cyg4BH95+us1qoo+7HwpK45d1R7aY1bE7V69mdtUKfOowD9XDtBrYpKQO8H/JqtViqo+Hqml+o/v66ovXyw0VeJ39G2b/x+isCO3g0syw0W2uW818Glb23NyK9evRo/+MEPsHDhQmzfvh1XX301zjjjDDzyyCMYPz6pId62bRsmT54sXJs8eTKq1Sp27tyJqVPplEVf+MIX8NnPfjZxff369eju7s7mZVqMDRs2DHYXBhShPCKcvjff8DuMoGU0DoiXwrp166zL79y107J8DvUcbYzlSzsSY/m5laEf7C03rBeub9/ug3kGPfboo1i355FUfTpai9t/fuMmrFv3fKp6dHh6X9zG7373O4wq68s//qKHUOymm4uszxuxbt1zqfu2+YV4HBmq1arVnH7opbifPHTPFgGs23KfUx+rlQIYy+Cy1h7fGvdv9+5dVs8O3j4afs/nnn8e69Y9G/1dr9dT7S/1erox02H3ruzrZNh5FGDv3Nd31KL+sOyu3XsSZfu4Nb1hwwZ0Z0zl8HuPqp+7uPd5/NFHsG73w8r6nt0fl7355pswoVO8f+BAPO5ANnP0qRds9hgz+o7GfbvxhhswpqPprnEIx+ToUfV8OGW8j9t26L/FQKC/T7c2RFqhVs1+HW3aZJ6TOjxPPP/QjniO3HzTTegsAOxd7rjjj9j1mJ7RlefpoUr8/JNPPoF1hx937qcODxLnUaW/gnvvuz+6/pvf/Fr5PL9mf7t+feN9ZTT2qP5+cpwf5sbsvnvvRfX59rLY3LPTfZ7s6QPYe7+4ZQvWrXtBUzost//AgSFBF7cz33T48GHrsm3NyF9yySXR7+XLl+P000/H/Pnz8e///u+48soryWdk0zQmzdaZrF111VVCffv378fMmTOxdu1ajBo1qplXaDkqlQo2bNiACy+8UGlxMFxRnL0NfdUaXr1ietN1ffD2mFHs7e21Lj9h/AT09q5quv3hDNMcZWM5ZfJk9PausKrzV3vvx0N7dgAAli1bit7Vs1L1ra9Sw1/f+TsAwLQZM9Dbm8wv2yzu3rgHX3/0LgDAhS+7AONH6qndrX94Hr/Y+CQA9VxkYzZn9mz0NpHe8Y5fPorbdmwWrhWLRfT2XmR8NnhoG3749IOJ6zbrxwWfvPcGoKEVcKl7x+0b8bPnnwAATJ44Eb29K5VlB3sfZd9z3ty56L1kUfS35/lW30LGR+/cgFpDU5nV9/iPrXfhmQN7Mq2TYfOeI/jcfbcAALq6utDbe462PBufUaPHoLd3tXCvr1LDxxpr+uKL1mJkRhHOGa7bdz8e3B3uPapx2LL3CP5f431OOmE5elfNUNZ33wt78c+P3AkAOO+88zBrnKg8+OZzt+PFwweiv7OYo8/c+Ax+vfkZ7TvY4POP3Ix9ldCa8YILzsfkUZ2GJ+zBvnFHRwd6e88jy9z2i0eAHVsAZD8nXfDZB28EqhWyH+w9xjdohU/c+zv0hdKmzPp82y8ewe1NjMPTNzyN9VueFZ4/cu8W/PiZUEB+/po16Oks4pN33wggVLKdNm8cWZdqL913pIJPNJ5fuHARes9rPnc8j+oDW/Gjp8UYWqVyCctPWAw8/bDwbhR2HOjD/7vvZgDhvtFdTu4b7FuWS2X09q5J3O+770X8xzNhW6ecsgrnL5qY7mVahJP3H8X7f/wA3rR6JnpPmmb1zNZ9R/GZe38PAJgxU08jRftyTw96e89ovsMtwmCf9zZgluE2aGtGXsaIESOwfPlyPPXUU+T9KVOmYNu2bcK1HTt2oFgskhp8ho6ODnR0JInrUqnUth9ZxlDqa1a47OSZLanXZRw93zvmxj0tVHPU80IL74LvW49lkYuRUCwUUn8Dv8Bvga35luVS3IbNOi1wJoymsp7DmFEoFWlfU5s6+fdyfdYFvAjWpe5iocD9thunwd5HfeJ7NtufrN6HjzOQ9RiVy5xpvWe/DgOiL6VSCX9+1lxUanWMHdmVZTcb/Yv3HlU/S6X4fcqlovZ9Orh7ZWL+yUqILOao75vfwaoerm9U37NAoNmXs3qPZsHHj1D1w2vMa5uyzu1bzEkdykXxjAKAknCtiM6O2JSsYHHmyvOUWxJOZ70tiuRZ5glBKHRtTh9XwjvPmoty0cfoEYZ9w6PrKnGxG8pF/bofDMwcX8Iv3n+W0zPlUuwuULT8bp7DHj6YGOzzXgeXfrVHxDBL9PX14bHHHlOayJ9++ukJU4n169dj1apVbfuxcrQHXtXQ6l9+ajrNbo70YMSgSyTcrILd8cFbqkTgrCzgGshrIGPkNJV+rs0j34iRw4fUURehnQwzWxnsToj27PCpqorgTZ96xRJ89pXZW9fYgh8pXcorwLyOXnNyeDYtmdrTbLcyh6f8Y2AwgNnjhjWKRPBg+YzlA+LVUgx8q48LZdR6h3P9069Ygr++eLGxnOr1xfRz1s22NXxhHgxeP3Ko0dYa+Y9+9KP4kz/5E8yaNQs7duzA1Vdfjf379+Otb30rgNAkfsuWLfjBD34AAHjPe96Db3zjG7jyyivxrne9C7fffju+973v4cc//vFgvkaOIYAvvmY5XrdyBlbNoc3FVMgJiebBzgYXAl6ISN7E6cIz1jUyWE7zkKP/Zolm5x81dLZ1DlTqprSvyGuQ2yTJRQ4F0uaRH8g84Aw23ePfwRQpW0zvlLz/9jPnYsnUUVg8eUQiVshgw0v53dzQ/oesTQ/ZVG1HXmjO+GQsKDktIv93Gpl3qzMyqNPPtbRZAbpMO0MWQrYBu3fK6eKBRVsz8ps3b8bll1+OnTt3YuLEiTjttNNwxx13YPbs2QCArVu3YtOmTVH5uXPnYt26dfjwhz+Mf/mXf8G0adPwta997ZhPPZfDjI5iAWccN2Gwu3FMgp0NTgd9C6TEVCqrLGAi1AcTzRDf7Z7STdTIt3dfGbLqZWvS2GVfJ1W3y5xs1ZptFlmmnyv4Hs44bkJbR1gG2pNBbUsMYOo1W1y8bAo+cuFCnDRrDFmn54nzOI0ArdVbsEpYm8Z6wASb9HOtE2wNLEQrg+HxTsMNbc3I/+QnP9Hev/baaxPXzj33XNx7770t6lGOHCLyfa15hAdF4HTwiQdmNv1oFVMg5lo2d/ayFdPx+XWPYc2iScayQZPaqsHIIz9gGIZE1WCilUOYVtjVCiI9C7gIkQqS5nOoolVEvu4Tt+nn16Idv7HnefjABQvU9+GJgts0GvkWv7lq/rmY1jffB/r3UEa7H/M52pyRz5Gj3TEUCYm2gyf84/JI+DujE7NlPvK8RNvCxHvCyA489rmLUR4Ae/BmtOoDpeVWaT9MGIoaeRlp332oQTbjtcVAEulO4F6iZFjH/BocKOK/FUzVsWtYP/hoxTahE5anEXq3em5TwtogCDCLcBsYiD4Uhgknn2vh2x85I58jR45BReQj72JZL2i5s8HAaOTt0KGIJp81mgp21+YH/FAkqtq5mwMV7M4Fi6a0XwA4QJp7Thr5gYo7kf1e16q5O2/CCOW9VrxHqzFUGCOhm1KX05jWt/q1qeoDAOctnIjP/MkSLJk2urUdkPrQ7q5ntkgT7G4orsuhjJyRz5Ejx6CCHQ7pTeuzOTAHhJHPmJppVhPTlGm9IRr3YGNYBh4aRLTWR96t8nVXnI3/umuT1hx4MOFkWj8IGvlWIGshxC/ffyauufU5fEwTRXwoGaww5mZMdwn7jmQb7+C4SSMzrQ+QLMmkb5vmqOTP6VZ8NlVMSc/z8LYz57agRbqtqD9DeTFzGCjhYo70yBn5HDlyDCrYQeFCzIuS72z6MSDB7jKuu9keNxXsboAIlbTvOCxM6we7AwMEV/fbJdNGDWp6ORNcCHrBtL5lPWoNBNePjDt/wowx+OobVmRbaRvgW29aiY/+9wP46NpFmdX5ltPn4FBfDWcvzC5gr04Tm8blp9Vzux0sHcSgnYPXj0yR4j1y5n9gkTPyOXLkGFSwA8/p4HMMIGeDgdHIZ1t38+nn0nfIlFZrsCFYbQwbqmp4YigJWmy0n/zbGPPIt8JPyIDFLXBJGAw+aigKuo6fOgrXXXF2pnWWiz4++LJsrVN003JMd9m5vlYLfqeN7mpp/TxU8244Rq33U2xPuWn9wCJn5HPkaAJDybSvXcGYybSm9Vmdl60Kdidq5NvrcKd8x20P4bZnvnjT+mFCVA0mWqnxGkpE73vPOw591TrWLpmsLONC0IuE8sCMw0VLp+Dzr1qOE2Zk5zc8dL5g9rDRUA9lWoGt/X9+w0l4YtsBnDZvXIo6su6ViEVTevDl15yAyaM78dZr7mxtYwoMByswGe1g6ZBDj5yRz5Ejx6AiCnbnoOAVTOszOmjSBPCxgRAzKPMzcfDSz7U7oTIciarBRCtHcCjRil3lAj7Re7y+kIOJ7aBErfc8vHH1rMzrzDE8wb7sK0+anr6OAZgfrz9lZsvbAKA8dnkaZrgsh2HyGsMa7W0bmSNHm2O4bNaDisYYOvnIt8BcvVprlWl9+06SoZB+Li2GQ+ChdtLiDVQe+eEA/nVMLijDJo/8ILTZLuujnff4LDDc1merMBzOHBmtsH7MkS1yRj5HjibQLoTEUEakkXc4JIZu1Pps627eRz79s+3OyPPdM6TyzjHIGC5EL4NLME5RIz90x2FwfOTb4wBOE/xtSGHoTssBxXC0AhvCW9Ixg5y8yZEjx6AijY98K6LD1lpEjLWzj3wzDFRxgAiVtJ9FTD83NI666WMGLmCTK1r5tYcJzRvBKY/8UI5az/0eDGFMR3ForGtgKAbmyzWxKtgFuxuYvuTIkfvI58iRY1CRJo+85HmeST9al34u/t0uGiSGZoLAtbvGgReatLtG/vtvPwW/f/IlvHH17MHuihKt1BYPZU00BUGIZHi3Qm66mhofftlC/PG53Xjjqdn6++cQkU9LO4jWd8Nj1NIoIoa7gUq7IWfkc+TIMahgB4XLudcSjXyLGPlZ47px2rxxGNlRREexkGnduWm9Gi7M1GBjzaJJWLNo0mB3Q4v2HsH2Ak/wmuJQCAGyhvAoD8YSmzSqEzd85LyBb/gYwHBkSlsNwRJnmIzZMHmNYY2ckc+RI8egIvaRtz8x/BYQGa3zkffwk784vSV1N4tmzGEHipFPa8UgBB5qc6FD1hjSCpEh3fkkTC4o5YKPsxdMwJH+GkZ1DV2SbCgLIXIkwQuJh+yXbdFeooqJ0IpsOoONPNhd+2Ponho5cuQYFmCHg5thffa+aK1i5FuJZk31qbGz1fK3u8ZBCDzU5n0dChjTXR6QdobeKkyCX5dFg1+H53n4wTtOjX4PVQzhrucwYLgwpa2GNwyZ3mHyGsMaOSOfI0eOQUYj2J0DRy6a1mdz1FSHIiPfZJeb0aoXCvGz7zxrLr5363P4y/PmN9ehDCHMkWNMI98KfPySxdiy9zAuz/2RjeguF/H6VTPQV61j2uhOY/mhzMAzDP03aDGG2PHSztlWrNsZ4HrFTCnDY0Wk+fZDbKoPeeSMfI4cOQYVkUY+Zfq5rCjI+hCM0NJsj5thIHiT4WXTR+HJqy9BuQVRpNN+Fn6ODFSE/azge0A9AOaM7x7srkSY2NPRti4i7Ygvv/bEwe7CgGI4CCNy5GgGwzGPvGBlMIj9yKFGm8fyzZEjx3BHGh95Hplp5Gv1TOoZSqDGznY45WdbwcQ3g6Gc0/eX7z8LlyybgmvedspgdyVHDiWGhR91DhJCXpj841qBP2aG2JGTKY7hVx8U5Br5HDmaQLulExuKiNPPuT/j+hyFou+hWg+wZNqo5ioaBDRrRNCMj3y7a7lb4X4xUFg2fTS++aaVg92NHDmsMcSWWKaw2TKHMq2QBzIUoTojc3euEEN3pg9N5Ix8jhw5BhWMSHCLWu+e21SFdR88Gz+4/Xm8f82CpuoZihgaUevTgs8jf+wSVTlyDARy0/rhi/zTumOoCY9zDF3kjHyOHE0gl1Q3D8ZjuRCCYpqX5tpfOLkHV1+2vLlKhiia0Rq0O+Hu59qRHDlyDACG++6SM6V24DX1eaaUHAOF9nJqzJFjiGEom8u1CxhDmNa0vt0ZylYiy/Rz7PdwiUrOz4ucqMqRI0erYGVaP4RJhXz3FKE6d/mr3jDkro5lWqudkWvkc+TI0RZIbVqfny2pwY/jd96yCgBw1oIJg9UdGikJYH5atLs/f44cQxG5IPvYQH7GuiO3YsgxUMgZ+Rw5cgwq0gS7g6BJPoYPzCbpaH7oejpLOHXuuOYqbCPkgYdy5MiRIx2EtGPH8hlLQGVdkZvW5xgMDEPjjxw5cgwlxHnkXXzk+XytWffo2AEvBCk0cRq0Y6yIrN4tR44cOZpFbrsw/BFwnPyxzMcHQ9mPZAgiJ29y5MgxqEgTtV70kc+6R0MHzR6XfDT3drVsSG2+m1ttDEnkRGCOHIOP4bBjDvRewreWnzk5Bgo5I58jRxPIac7mkca03hcY+fzATAt+HJtJ0bZs+qgMepMt+LfJ08/lyJGjVXjPufMBAC8/Yeog9yQ75KSNGqqxEUzr8zMnxwAh95HPkSPHoIIddy78OG/KfSwfl81qHHghSBoNwq1/vQY7DvThuEk9TfWjFfDzqPU5cuQYALz7nHk4e8EELJzcfvtgO2K4Bknk32s48vH5MdqeyBn5HDlyDCoYw5XWtP5YNmFrlhwS/cjdx3HG2G7MGNvdZC/0SCur8DKyNhiKyM3Tc+QYOHieh6XTRg92NzLFcNgxB3wX5BrMLQVzDBRy0/ocOXIMLtIEu2tSk5wjRFam9e0I3mpjuL1bjhw5hhZy4dowQv4pc7QRckY+R44cgwrGYrnwWnzRY5mPb5Y29IdAsLu0yNPPDU3kNPLQQc6bDl8Ms+NgQDDcl0M7ZqfJkTPyOXLkGGR4TZrW5wRHejRrWj8QSEscCab1+STJkSNHjhxN4M2nzQYAfPSiheT9XLAVIh+GgUXuI58jR45BRRqNvJ+b1gPIwkc+/j3cmN3ctD5Hjhztgpy5Gfr47KVL8Y6z5mLOeDouzHAN4pejvZEz8jly5BhUMP7RyUeeeP5YxNJpzaV9EwQiw8w+Kw+ImCNHa5GzLTmOJfi+h7kTRijvL58eBjwsF4fZYdpAfoy2J3JGPkeOHIMKpjnNo9bbY90VZ+P3T72Ed5w5t6l6+KErtiknnzZIFD8rioVjb47kyJEjR46Bw5juMu799IXoLLXnWZpjeCJn5HPkaAK5RqJ5MGbSKdidYFqfcYeGAJZMG4UlTWrjAdGcvk35+NQYzoH8cuTIkWOo4cQZo/HA5n249MRpg92VlmHciPJgdyHHMYackc+RI8egotlgd8Mj4+3gY/j5yMfIfeSHDvKAUTmGE668cCH+ccOT+Ns/WTrYXXFCK46Dn/7lGThwtIqxObObI0dmyBn5HDmaQM4eNA82hi6EAx/ILOfR0oPnmdqV2c2j1ufIkWOo4ooLFuAvz5uPUmFomTydNHMsAKCnIzs2oVjwB5SJz4WC2cL6FM3HfUCRM/I5cjSBfL9qHrFpvT2zxfOcudl0evCEznDLte4NY7eBHDlyDB0MNSYeCE3E7/v0hegqFwa7Kzly5NAgZ+Rz5MgxqIgYeQdaJ88jnz2Gm9Y6N63PkSNHjvTITeBz5Gh/DD0xYY4cOYYVmJm85+CoIJrW50xaWvB5b9uV2U1rHslr5Itt+m45cuTIkSPHUEBOarUnckY+R44cg4o4j7z7M67P5ZDAm9YPs4Hk32a4vVuOHDly5MiRI0fOyOfI0QRWzBoz2F0Y8mAsllvUeo/8ncMNQyHYXVrw82m4vZsJeeyOHDlyHOsI8p1wUDB9bNdgd+GYQu4jnyNHClx/5Tm4/rEdeOvpcwa7K0MeqdLPcb+PMR4tUwjB7obZOPLTKdfI58iRPfKo4DlyHDswKU3+6y9Ow7W3PY+/+ZMlA9SjHECba+S/8IUv4JRTTkFPTw8mTZqEyy67DE888YT2mZtuugme5yX+e/zxxweo1zmOBRw3qQfvOXd+HtE1A8RR692fAdx863OoMZwtG441jXyOHDly5MgxkFg9bzy++aaVmDo618gPJNqakb/55pvxvve9D3fccQc2bNiAarWKtWvX4tChQ8Znn3jiCWzdujX6b8GCBQPQ4xw5crii1AhX75Kih9ew5jxaegxn00Mhj3w+SXLkaAGG7/6RI0eOHEMBbW1a/5vf/Eb4+/vf/z4mTZqEe+65B+ecc4722UmTJmHMmDEt7F2OHDmywLvPnYcZ47pw+vzx1s+Iwe5yJi0thrNp7LHsIz+UMZyFSzly5MgxVJGfou2JtmbkZezbtw8AMG7cuP+/vXsPjqq++zj+2SSbTUJCuEQIgUACT1vuFoIXFETQBAQsDrQjgkCrOEUuEqjl6iMqYxEslIeL5KEFoSADpVxKNTKkCoHUUGgIFYWKFwRFAoUCiUSSTfJ7/uDJSprlEklyzsm+XzPMsGd/G75n85kNn5yzZ2+4tkuXLrp8+bLat2+v5557Tr17977m2qKiIhUVFflu5+fnS5K8Xq+8Xu8tTl2zyuez+5wIXDfK6H3/1Uj3/VcjSeamc1xWWur7e2mJV16vrU8usq3I0G9/NDvhNaQqM5aWlPj+XlZact2M1OXXUaftkym7+deBQGLHjF79i0A7zQXr2C2ndpmjLigtK6sTz6fdMupPVWZzGeOMYzLGGA0aNEjnz5/Xnj17rrnuo48+0u7du5WUlKSioiKtWbNGaWlp2rVr1zWP4r/wwgt68cUXK21ft26dIiIiqm0fAFSPrDyXNh67cn2Cl7uVKNJt8UAO9vYXQWocZnTnbfb8UTAx+9vfN/9P95LrrKzoq0Jp7j+uPHbOHSWKcNSvrW9NanawzP8fP6nKc2al8u9zI4/RrK6lN1gNO5j592B97XVWzlD3lb+WuIOMfn0XryW3qvz57BNXpkGtyiyeJjAUFhZq2LBhunjxourXr3/dtY4p8uPGjdNbb72lrKwstWjRokqPffjhh+VyubRt2za/9/s7Ih8fH6+zZ8/e8Am0mtfrVUZGhpKTk+V202ZgPzWR0Tf+dkIvvHnlApb7p/dWgwiyX1d97793+P7+8eyUm37cx6e/Vv8l70mScp/ro0jPtZt8XXsd/f7zO3xHS6vynFmp/PvcokGYdv7i+m+dC0R2zOjdr+zSuUvFkpyTM9QsO+S0/LXEExKkD2Y9aMkMdUn58/lM7zaa0KeNxdPcOjtk9Eby8/MVExNzU0XeEccoJkyYoG3btmn37t1VLvGSdPfdd2vt2rXXvN/j8cjj8VTa7na7bftN/k9OmhWBqTozGhz87acFhJL9gFGV73No6Lc/3sJCQ+V23/gTJuri66jj9sflct7MtchOGb368iR2mQn2YJec2mEGp3t+YHu9deiUnurVpk49n3bJqD9VmcvWRd4YowkTJmjLli3atWuXEhMTv9PXyc3NVbNmzap5OgB24OLt8fDrqk82ICMAAFTZEz0S9USP79a/UPNsXeTHjRundevW6U9/+pOioqKUl5cnSYqOjlZ4+JXPKZw+fbpOnjyp3//+95KkhQsXKiEhQR06dFBxcbHWrl2rTZs2adOmTZbtB4DqdfX7gYK4aj38uDoWITR5AAgorRpzjSvUfbYu8suWLZMk3X///RW2v/766/rpT38qSTp16pROnDjhu6+4uFjPPvusTp48qfDwcHXo0EFvvfWW+vfvX1tjA6hF1Hj4c/UvePj0OQAIDH8ad69e2/WJpj3UzupRgBpn6yJ/M9fhW7VqVYXbU6ZM0ZQpU2poIgB2cPVLA0fk4U95KoJckouM2N7QO+K1fv8Xmpz8fatHAeBgt8c30P+O6Gb1GECtsHWRB4AboaPBn/JcBHM43hHmDO6k1Ae/r9joMKtHAQDAEXjjIABHo8jDH9f/H5MPxDM2nPGhshW5XC5KvMM4MWcAUJdwRB6A41z9tptALGq4sSb1PWpa36NWjepZPQpQJ9HjAcBaFHkAjkaRhz9h7mBl/rK33MGceAYAAOoeijwAR6PG41rC3MFWjwAAAFAjOFQBwHGuPqWTA/IAAAAINBR5AI7GR4sBAAAg0FDkAQAAAABwEIo8AMfhY48AAAAQyCjyAAAAAAA4CEUeAAAAAAAHocgDcBzOrAcAAEAgo8gDAGxr4aM/lCTNHtTB2kEAAABsJMTqAQAAuJZHujRX3w6xCg8NtnoUAFcxXHUUACzFEXkAjsN/IAMLJR6wH16FAcBaFHkAAAAAAByEIg8AAAAAgINQ5AEAAAAAcBCKPAAAAAAADkKRBwAAAADAQSjyAByHi9YDAAAgkFHkAQAAAABwEIo8AAAAAAAOQpEHAAAAAMBBKPIAHMeIN8kDAAAgcFHkATgOF7sDAGvxOgwA1qLIAwAAAADgIBR5AAAAVInhkDwAWIoiD8Bx7mkTY/UIAAAAgGVCrB4AAKqqU4tovTmhh5pFh1k9CgAAAFDrKPIAHKlj82irRwAAAAAswan1AAAAAAA4CEUeAAAAAAAHocgDAAAAAOAgFHkAAAAAAByEIg8AAAAAgINQ5AEAAFAlxuoBACDAUeQBAAAAAHAQijwAAAAAAA5CkQcAAAAAwEEo8gAAAKga3iQPAJaiyAMAAAAA4CAUeQAAAAAAHMQRRf61115TYmKiwsLClJSUpD179lx3fWZmppKSkhQWFqbWrVsrLS2tliYFAAAAAKBm2b7Ib9iwQampqZo5c6Zyc3PVs2dPPfTQQzpx4oTf9ceOHVP//v3Vs2dP5ebmasaMGXrmmWe0adOmWp4cAAAAAIDqZ/siv2DBAj355JMaPXq02rVrp4ULFyo+Pl7Lli3zuz4tLU0tW7bUwoUL1a5dO40ePVpPPPGEfv3rX9fy5AAA1L6lw7pKkmY/0tHiSQAAQE0JsXqA6ykuLlZOTo6mTZtWYXtKSoree+89v4/Jzs5WSkpKhW19+/bVihUr5PV65Xa7Kz2mqKhIRUVFvtv5+fmSJK/XK6/Xe6u7UaPK57P7nAhcZBR2V9cymtIuRh88/4A87uA6s0+Bzo4Zvfqi9XaaC9axY06Bqzkho1WZzdZF/uzZsyotLVXTpk0rbG/atKny8vL8PiYvL8/v+pKSEp09e1bNmjWr9Jg5c+boxRdfrLR9x44dioiIuIU9qD0ZGRlWjwBcFxmF3ZFR2J2dMlpSEizJJUlKT0+3dhjYip1yCvhj54wWFhbe9FpbF/lyLperwm1jTKVtN1rvb3u56dOna/Lkyb7b+fn5io+PV0pKiurXr/9dx64VXq9XGRkZSk5O9nu2AWA1Mgq7I6OwOztmdMaBd6TSUklS//79LZ4GdmDHnAJXc0JGy88Mvxm2LvIxMTEKDg6udPT9zJkzlY66l4uNjfW7PiQkRI0bN/b7GI/HI4/HU2m72+227Tf5PzlpVgQmMgq7I6OwOztl1KVvD47YZSbYg51yCvhj54xWZS5bX+wuNDRUSUlJlU5/yMjI0D333OP3Md27d6+0fseOHerWrZttv2EAAAAAANwsWxd5SZo8ebJ+97vfaeXKlTpy5IgmTZqkEydOaMyYMZKunBY/cuRI3/oxY8bo+PHjmjx5so4cOaKVK1dqxYoVevbZZ63aBQAAAAAAqo2tT62XpEcffVTnzp3TSy+9pFOnTqljx45KT09Xq1atJEmnTp2q8JnyiYmJSk9P16RJk7R06VLFxcVp0aJFGjJkiFW7AAAAAABAtbF9kZeksWPHauzYsX7vW7VqVaVtvXr10oEDB2p4KgAAgMBUfiFhAIA1bH9qPQAAAAAA+BZFHgAAAAAAB6HIAwAAoEoSb6tn9QgAENAo8gAAAKiSZcOTNKBzM20bf6/VowBAQHLExe4AAABgH/GNIrR0WFerxwCAgMUReQAAAAAAHIQiDwAAAACAg1DkAQAAAABwEIo8AAAAAAAOQpEHAAAAAMBBKPIAAAAAADgIRR4AAAAAAAehyAMAAAAA4CAUeQAAAAAAHIQiDwAAAACAg1DkAQAAAABwEIo8AAAAAAAOQpEHAAAAAMBBKPIAAAAAADgIRR4AAAAAAAehyAMAAAAA4CAUeQAAAAAAHIQiDwAAAACAg4RYPYAdGWMkSfn5+RZPcmNer1eFhYXKz8+X2+22ehygEjIKuyOjsDsyCicgp7A7J2S0vH+W99Hrocj7UVBQIEmKj4+3eBIAAAAAQCApKChQdHT0dde4zM3U/QBTVlamr776SlFRUXK5XFaPc135+fmKj4/XF198ofr161s9DlAJGYXdkVHYHRmFE5BT2J0TMmqMUUFBgeLi4hQUdP13wXNE3o+goCC1aNHC6jGqpH79+rYNJCCRUdgfGYXdkVE4ATmF3dk9ozc6El+Oi90BAAAAAOAgFHkAAAAAAByEIu9wHo9Hs2bNksfjsXoUwC8yCrsjo7A7MgonIKewu7qWUS52BwAAAACAg3BEHgAAAAAAB6HIAwAAAADgIBR5AAAAAAAchCIPAAAAAICDUOQd7LXXXlNiYqLCwsKUlJSkPXv2WD0SAsCcOXN0xx13KCoqSk2aNNEjjzyijz76qMIaY4xeeOEFxcXFKTw8XPfff78+/PDDCmuKioo0YcIExcTEqF69evrRj36kL7/8sjZ3BQFizpw5crlcSk1N9W0jo7CDkydP6vHHH1fjxo0VERGhH/7wh8rJyfHdT05hpZKSEj333HNKTExUeHi4WrdurZdeekllZWW+NWQUtW337t16+OGHFRcXJ5fLpa1bt1a4v7oyef78eY0YMULR0dGKjo7WiBEjdOHChRreu6qhyDvUhg0blJqaqpkzZyo3N1c9e/bUQw89pBMnTlg9Guq4zMxMjRs3Tnv37lVGRoZKSkqUkpKiS5cu+dbMmzdPCxYs0JIlS7R//37FxsYqOTlZBQUFvjWpqanasmWL1q9fr6ysLH399dcaOHCgSktLrdgt1FH79+/X8uXL1blz5wrbySisdv78ed17771yu916++23dfjwYc2fP18NGjTwrSGnsNLcuXOVlpamJUuW6MiRI5o3b55effVVLV682LeGjKK2Xbp0SbfffruWLFni9/7qyuSwYcN08OBBbd++Xdu3b9fBgwc1YsSIGt+/KjFwpDvvvNOMGTOmwra2bduaadOmWTQRAtWZM2eMJJOZmWmMMaasrMzExsaaV155xbfm8uXLJjo62qSlpRljjLlw4YJxu91m/fr1vjUnT540QUFBZvv27bW7A6izCgoKzPe+9z2TkZFhevXqZSZOnGiMIaOwh6lTp5oePXpc835yCqsNGDDAPPHEExW2DR482Dz++OPGGDIK60kyW7Zs8d2urkwePnzYSDJ79+71rcnOzjaSzD//+c8a3qubxxF5ByouLlZOTo5SUlIqbE9JSdF7771n0VQIVBcvXpQkNWrUSJJ07Ngx5eXlVcinx+NRr169fPnMycmR1+utsCYuLk4dO3Ykw6g248aN04ABA/Tggw9W2E5GYQfbtm1Tt27d9JOf/ERNmjRRly5d9Nvf/tZ3PzmF1Xr06KF33nlHR48elST94x//UFZWlvr37y+JjMJ+qiuT2dnZio6O1l133eVbc/fddys6OtpWuQ2xegBU3dmzZ1VaWqqmTZtW2N60aVPl5eVZNBUCkTFGkydPVo8ePdSxY0dJ8mXQXz6PHz/uWxMaGqqGDRtWWkOGUR3Wr1+vAwcOaP/+/ZXuI6Owg88++0zLli3T5MmTNWPGDO3bt0/PPPOMPB6PRo4cSU5hualTp+rixYtq27atgoODVVpaqpdfflmPPfaYJF5LYT/Vlcm8vDw1adKk0tdv0qSJrXJLkXcwl8tV4bYxptI2oCaNHz9e77//vrKysird913ySYZRHb744gtNnDhRO3bsUFhY2DXXkVFYqaysTN26ddOvfvUrSVKXLl304YcfatmyZRo5cqRvHTmFVTZs2KC1a9dq3bp16tChgw4ePKjU1FTFxcVp1KhRvnVkFHZTHZn0t95uueXUegeKiYlRcHBwpd8InTlzptJvoICaMmHCBG3btk07d+5UixYtfNtjY2Ml6br5jI2NVXFxsc6fP3/NNcB3lZOTozNnzigpKUkhISEKCQlRZmamFi1apJCQEF/GyCis1KxZM7Vv377Ctnbt2vkuWstrKaz2y1/+UtOmTdPQoUPVqVMnjRgxQpMmTdKcOXMkkVHYT3VlMjY2VqdPn6709f/1r3/ZKrcUeQcKDQ1VUlKSMjIyKmzPyMjQPffcY9FUCBTGGI0fP16bN2/Wu+++q8TExAr3JyYmKjY2tkI+i4uLlZmZ6ctnUlKS3G53hTWnTp3SBx98QIZxyx544AEdOnRIBw8e9P3p1q2bhg8froMHD6p169ZkFJa79957K31059GjR9WqVStJvJbCeoWFhQoKqlgVgoODfR8/R0ZhN9WVye7du+vixYvat2+fb83f/vY3Xbx40V65teIKe7h169evN26326xYscIcPnzYpKammnr16pnPP//c6tFQxz399NMmOjra7Nq1y5w6dcr3p7Cw0LfmlVdeMdHR0Wbz5s3m0KFD5rHHHjPNmjUz+fn5vjVjxowxLVq0MH/5y1/MgQMHTJ8+fcztt99uSkpKrNgt1HFXX7XeGDIK6+3bt8+EhISYl19+2Xz88cfmjTfeMBEREWbt2rW+NeQUVho1apRp3ry5efPNN82xY8fM5s2bTUxMjJkyZYpvDRlFbSsoKDC5ubkmNzfXSDILFiwwubm55vjx48aY6stkv379TOfOnU12drbJzs42nTp1MgMHDqz1/b0eiryDLV261LRq1cqEhoaarl27+j7+C6hJkvz+ef31131rysrKzKxZs0xsbKzxeDzmvvvuM4cOHarwdb755hszfvx406hRIxMeHm4GDhxoTpw4Uct7g0Dxn0WejMIO/vznP5uOHTsaj8dj2rZta5YvX17hfnIKK+Xn55uJEyeali1bmrCwMNO6dWszc+ZMU1RU5FtDRlHbdu7c6ff/oaNGjTLGVF8mz507Z4YPH26ioqJMVFSUGT58uDl//nwt7eXNcRljjDXnAgAAAAAAgKriPfIAAAAAADgIRR4AAAAAAAehyAMAAAAA4CAUeQAAAAAAHIQiDwAAAACAg1DkAQAAAABwEIo8AAAAAAAOQpEHAAAAAMBBKPIAAMA2XC6Xtm7davUYAADYGkUeAIAAc+bMGf385z9Xy5Yt5fF4FBsbq759+yo7O9vq0QAAwE0IsXoAAABQu4YMGSKv16vVq1erdevWOn36tN555x39+9//tno0AABwEzgiDwBAALlw4YKysrI0d+5c9e7dW61atdKdd96p6dOna8CAAZKkBQsWqFOnTqpXr57i4+M1duxYff31176vsWrVKjVo0EBvvvmmfvCDHygiIkI//vGPdenSJa1evVoJCQlq2LChJkyYoNLSUt/jEhISNHv2bA0bNkyRkZGKi4vT4sWLrzvvyZMn9eijj6phw4Zq3LixBg0apM8//7xGnhsAAJyCIg8AQACJjIxUZGSktm7dqqKiIr9rgoKCtGjRIn3wwQdavXq13n33XU2ZMqXCmsLCQi1atEjr16/X9u3btWvXLg0ePFjp6elKT0/XmjVrtHz5cv3xj3+s8LhXX31VnTt31oEDBzR9+nRNmjRJGRkZfucoLCxU7969FRkZqd27dysrK0uRkZHq16+fiouLq+cJAQDAgVzGGGP1EAAAoPZs2rRJTz31lL755ht17dpVvXr10tChQ9W5c2e/6zdu3Kinn35aZ8+elXTliPzPfvYzffLJJ2rTpo0kacyYMVqzZo1Onz6tyMhISVK/fv2UkJCgtLQ0SVeOyLdr105vv/2272sPHTpU+fn5Sk9Pl3TlYndbtmzRI488opUrV2revHk6cuSIXC6XJKm4uFgNGjTQ1q1blZKSUjNPEAAANscReQAAAsyQIUP01Vdfadu2berbt6927dqlrl27atWqVZKknTt3Kjk5Wc2bN1dUVJRGjhypc+fO6dKlS76vERER4SvxktS0aVMlJCT4Snz5tjNnzlT4t7t3717p9pEjR/zOmZOTo08++URRUVG+MwkaNWqky5cv69NPP73VpwEAAMfiYncAAASgsLAwJScnKzk5Wc8//7xGjx6tWbNmqXfv3urfv7/GjBmj2bNnq1GjRsrKytKTTz4pr9fre7zb7a7w9Vwul99tZWVlN5yl/Gj7fyorK1NSUpLeeOONSvfddtttN7ObAADUSRR5AACg9u3ba+vWrfr73/+ukpISzZ8/X0FBV07c+8Mf/lBt/87evXsr3W7btq3ftV27dtWGDRvUpEkT1a9fv9pmAADA6Ti1HgCAAHLu3Dn16dNHa9eu1fvvv69jx45p48aNmjdvngYNGqQ2bdqopKREixcv1meffaY1a9b43uNeHf76179q3rx5Onr0qJYuXaqNGzdq4sSJftcOHz5cMTExGjRokPbs2aNjx44pMzNTEydO1JdfflltMwEA4DQckQcAIIBERkbqrrvu0m9+8xt9+umn8nq9io+P11NPPaUZM2YoPDxcCxYs0Ny5czV9+nTdd999mjNnjkaOHFkt//4vfvEL5eTk6MUXX1RUVJTmz5+vvn37+l0bERGh3bt3a+rUqRo8eLAKCgrUvHlzPfDAAxyhBwAENK5aDwAAakVCQoJSU1OVmppq9SgAADgap9YDAAAAAOAgFHkAAAAAAByEU+sBAAAAAHAQjsgDAAAAAOAgFHkAAAAAAByEIg8AAAAAgINQ5AEAAAAAcBCKPAAAAAAADkKRBwAAAADAQSjyAAAAAAA4CEUeAAAAAAAH+T8O2LPeItO2FAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "数据均值 (Mean): 9.936880309199706\n",
      "数据中位数 (Median): 10.033940103285326\n",
      "数据方差 (Variance): 8.82196011565157\n",
      "数据标准差 (Standard Deviation): 2.9701784652864838\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "\n",
    "# Genferate random noise data\n",
    "num_samples = 1000\n",
    "mean = 10\n",
    "std_dev = 3\n",
    "noise = np.random.normal(mean,std_dev,num_samples)\n",
    "\n",
    "# Plotting noise ups and downs\n",
    "plt.figure(figsize=(12,6))\n",
    "plt.plot(noise,label='Noise')\n",
    "plt.title('Random Noise Plot')\n",
    "plt.xlabel('Sample')\n",
    "plt.ylabel('Amplitude')\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "plt.show()\n",
    "\n",
    "# Calculate mean, median, variance and standard deviation\n",
    "data_mean = np.mean(noise)\n",
    "data_median = np.median(noise)\n",
    "data_var = np.var(noise)\n",
    "data_std = np.std(noise)\n",
    "\n",
    "print(f'数据均值 (Mean): {data_mean}')\n",
    "print(f'数据中位数 (Median): {data_median}')\n",
    "print(f'数据方差 (Variance): {data_var}')\n",
    "print(f'数据标准差 (Standard Deviation): {data_std}')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "84c1424c-8c29-4153-b868-4209cdab4244",
   "metadata": {},
   "source": [
    "# 请生成一个8x7x6的随机数组，random.randint。\n",
    "生成的随机数在10-30之间，请给出所有大于20的值 的坐标位置。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "750df37b-39d5-4fc3-95f3-cac9160da176",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "随机数组:\n",
      " [[[20 12 14 24 16 22]\n",
      "  [21 11 26 22 23 15]\n",
      "  [11 29 10 24 29 24]\n",
      "  [27 22 27 18 25 14]\n",
      "  [25 27 29 11 19 15]\n",
      "  [18 25 28 23 23 19]\n",
      "  [12 14 23 17 22 21]]\n",
      "\n",
      " [[26 12 19 15 23 24]\n",
      "  [25 18 20 29 17 21]\n",
      "  [14 19 14 11 29 13]\n",
      "  [26 15 21 27 29 16]\n",
      "  [24 28 13 24 11 27]\n",
      "  [13 10 21 30 12 22]\n",
      "  [15 14 10 27 14 13]]\n",
      "\n",
      " [[13 26 15 14 12 10]\n",
      "  [16 13 19 16 21 16]\n",
      "  [17 20 16 24 18 21]\n",
      "  [17 17 11 30 21 20]\n",
      "  [18 17 18 14 26 21]\n",
      "  [25 12 20 13 13 27]\n",
      "  [30 15 22 17 11 29]]\n",
      "\n",
      " [[13 30 22 23 16 17]\n",
      "  [28 21 20 27 22 12]\n",
      "  [30 13 25 25 13 28]\n",
      "  [12 20 28 19 27 29]\n",
      "  [25 18 28 30 20 26]\n",
      "  [17 27 20 15 27 10]\n",
      "  [30 13 13 10 10 29]]\n",
      "\n",
      " [[24 18 22 25 11 27]\n",
      "  [11 18 16 21 19 17]\n",
      "  [13 25 26 13 11 14]\n",
      "  [10 29 29 28 28 14]\n",
      "  [26 17 28 30 21 23]\n",
      "  [11 27 26 10 30 14]\n",
      "  [19 11 29 17 19 14]]\n",
      "\n",
      " [[19 19 17 11 20 26]\n",
      "  [30 30 27 22 27 15]\n",
      "  [20 20 18 24 13 12]\n",
      "  [12 18 16 11 21 17]\n",
      "  [22 25 12 11 17 24]\n",
      "  [10 10 30 17 25 12]\n",
      "  [21 30 16 17 27 29]]\n",
      "\n",
      " [[12 17 23 12 22 27]\n",
      "  [10 16 29 27 18 26]\n",
      "  [26 13 23 16 28 25]\n",
      "  [17 16 26 17 30 13]\n",
      "  [25 14 20 23 12 23]\n",
      "  [28 27 24 22 25 29]\n",
      "  [28 17 25 16 26 29]]\n",
      "\n",
      " [[17 29 17 22 23 28]\n",
      "  [15 13 21 13 19 17]\n",
      "  [24 23 18 29 30 16]\n",
      "  [24 16 15 14 22 20]\n",
      "  [21 13 16 29 29 18]\n",
      "  [15 26 23 19 29 26]\n",
      "  [11 20 19 15 28 10]]]\n",
      "\n",
      " ------------------------------------------------------ \n",
      "\n",
      "大于20的值的坐标位置:\n",
      " [[0 0 3]\n",
      " [0 0 5]\n",
      " [0 1 0]\n",
      " [0 1 2]\n",
      " [0 1 3]\n",
      " [0 1 4]\n",
      " [0 2 1]\n",
      " [0 2 3]\n",
      " [0 2 4]\n",
      " [0 2 5]\n",
      " [0 3 0]\n",
      " [0 3 1]\n",
      " [0 3 2]\n",
      " [0 3 4]\n",
      " [0 4 0]\n",
      " [0 4 1]\n",
      " [0 4 2]\n",
      " [0 5 1]\n",
      " [0 5 2]\n",
      " [0 5 3]\n",
      " [0 5 4]\n",
      " [0 6 2]\n",
      " [0 6 4]\n",
      " [0 6 5]\n",
      " [1 0 0]\n",
      " [1 0 4]\n",
      " [1 0 5]\n",
      " [1 1 0]\n",
      " [1 1 3]\n",
      " [1 1 5]\n",
      " [1 2 4]\n",
      " [1 3 0]\n",
      " [1 3 2]\n",
      " [1 3 3]\n",
      " [1 3 4]\n",
      " [1 4 0]\n",
      " [1 4 1]\n",
      " [1 4 3]\n",
      " [1 4 5]\n",
      " [1 5 2]\n",
      " [1 5 3]\n",
      " [1 5 5]\n",
      " [1 6 3]\n",
      " [2 0 1]\n",
      " [2 1 4]\n",
      " [2 2 3]\n",
      " [2 2 5]\n",
      " [2 3 3]\n",
      " [2 3 4]\n",
      " [2 4 4]\n",
      " [2 4 5]\n",
      " [2 5 0]\n",
      " [2 5 5]\n",
      " [2 6 0]\n",
      " [2 6 2]\n",
      " [2 6 5]\n",
      " [3 0 1]\n",
      " [3 0 2]\n",
      " [3 0 3]\n",
      " [3 1 0]\n",
      " [3 1 1]\n",
      " [3 1 3]\n",
      " [3 1 4]\n",
      " [3 2 0]\n",
      " [3 2 2]\n",
      " [3 2 3]\n",
      " [3 2 5]\n",
      " [3 3 2]\n",
      " [3 3 4]\n",
      " [3 3 5]\n",
      " [3 4 0]\n",
      " [3 4 2]\n",
      " [3 4 3]\n",
      " [3 4 5]\n",
      " [3 5 1]\n",
      " [3 5 4]\n",
      " [3 6 0]\n",
      " [3 6 5]\n",
      " [4 0 0]\n",
      " [4 0 2]\n",
      " [4 0 3]\n",
      " [4 0 5]\n",
      " [4 1 3]\n",
      " [4 2 1]\n",
      " [4 2 2]\n",
      " [4 3 1]\n",
      " [4 3 2]\n",
      " [4 3 3]\n",
      " [4 3 4]\n",
      " [4 4 0]\n",
      " [4 4 2]\n",
      " [4 4 3]\n",
      " [4 4 4]\n",
      " [4 4 5]\n",
      " [4 5 1]\n",
      " [4 5 2]\n",
      " [4 5 4]\n",
      " [4 6 2]\n",
      " [5 0 5]\n",
      " [5 1 0]\n",
      " [5 1 1]\n",
      " [5 1 2]\n",
      " [5 1 3]\n",
      " [5 1 4]\n",
      " [5 2 3]\n",
      " [5 3 4]\n",
      " [5 4 0]\n",
      " [5 4 1]\n",
      " [5 4 5]\n",
      " [5 5 2]\n",
      " [5 5 4]\n",
      " [5 6 0]\n",
      " [5 6 1]\n",
      " [5 6 4]\n",
      " [5 6 5]\n",
      " [6 0 2]\n",
      " [6 0 4]\n",
      " [6 0 5]\n",
      " [6 1 2]\n",
      " [6 1 3]\n",
      " [6 1 5]\n",
      " [6 2 0]\n",
      " [6 2 2]\n",
      " [6 2 4]\n",
      " [6 2 5]\n",
      " [6 3 2]\n",
      " [6 3 4]\n",
      " [6 4 0]\n",
      " [6 4 3]\n",
      " [6 4 5]\n",
      " [6 5 0]\n",
      " [6 5 1]\n",
      " [6 5 2]\n",
      " [6 5 3]\n",
      " [6 5 4]\n",
      " [6 5 5]\n",
      " [6 6 0]\n",
      " [6 6 2]\n",
      " [6 6 4]\n",
      " [6 6 5]\n",
      " [7 0 1]\n",
      " [7 0 3]\n",
      " [7 0 4]\n",
      " [7 0 5]\n",
      " [7 1 2]\n",
      " [7 2 0]\n",
      " [7 2 1]\n",
      " [7 2 3]\n",
      " [7 2 4]\n",
      " [7 3 0]\n",
      " [7 3 4]\n",
      " [7 4 0]\n",
      " [7 4 3]\n",
      " [7 4 4]\n",
      " [7 5 1]\n",
      " [7 5 2]\n",
      " [7 5 4]\n",
      " [7 5 5]\n",
      " [7 6 4]]\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.stats import norm\n",
    "%matplotlib inline\n",
    "\n",
    "# 定义数组的维度\n",
    "shape = (8, 7, 6)\n",
    "\n",
    "# 生成一个在10到30之间的随机整数数组\n",
    "random_array = np.random.randint(10, 31, size=shape)\n",
    "\n",
    "# 输出生成的随机数组\n",
    "print(\"随机数组:\\n\", random_array)\n",
    "\n",
    "#分割线\n",
    "print('\\n','---------'*6,'\\n')\n",
    "\n",
    "# 查找所有大于20的值的坐标位置\n",
    "positions = np.argwhere(random_array > 20)\n",
    "\n",
    "# 输出大于20的值和它们的坐标位置\n",
    "print(\"大于20的值的坐标位置:\\n\", positions)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5c6888d5-9ac5-474f-a961-a6c58fd7cb83",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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